Physionet Data Challenge 2019

Dataset statistics

Number of variables	87
Number of observations	20000
Missing cells	573470
Missing cells (%)	33.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	13.3 MiB
Average record size in memory	696.0 B

Variable types

Numeric	78
Categorical	9

Alerts

`HR-mean` is highly correlated with `HR-median`	High correlation
`HR-median` is highly correlated with `HR-mean`	High correlation
`O2Sat-mean` is highly correlated with `O2Sat-median`	High correlation
`O2Sat-median` is highly correlated with `O2Sat-mean`	High correlation
`Temp-mean` is highly correlated with `Temp-median`	High correlation
`Temp-median` is highly correlated with `Temp-mean`	High correlation
`SBP-mean` is highly correlated with `SBP-median` and 3 other fields	High correlation
`SBP-median` is highly correlated with `SBP-mean` and 2 other fields	High correlation
`MAP-mean` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`MAP-median` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`DBP-mean` is highly correlated with `SBP-mean` and 3 other fields	High correlation
`DBP-median` is highly correlated with `MAP-mean` and 2 other fields	High correlation
`Resp-mean` is highly correlated with `Resp-median`	High correlation
`Resp-median` is highly correlated with `Resp-mean`	High correlation
`EtCO2-mean` is highly correlated with `EtCO2-median`	High correlation
`EtCO2-median` is highly correlated with `EtCO2-mean`	High correlation
`BaseExcess-mean` is highly correlated with `BaseExcess-median` and 4 other fields	High correlation
`BaseExcess-median` is highly correlated with `BaseExcess-mean` and 4 other fields	High correlation
`HCO3-mean` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`HCO3-median` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`FiO2-mean` is highly correlated with `FiO2-median`	High correlation
`FiO2-median` is highly correlated with `FiO2-mean`	High correlation
`pH-mean` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`pH-median` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`PaCO2-mean` is highly correlated with `PaCO2-median`	High correlation
`PaCO2-median` is highly correlated with `PaCO2-mean`	High correlation
`SaO2-mean` is highly correlated with `SaO2-median`	High correlation
`SaO2-median` is highly correlated with `SaO2-mean`	High correlation
`AST-mean` is highly correlated with `AST-median`	High correlation
`AST-median` is highly correlated with `AST-mean`	High correlation
`BUN-mean` is highly correlated with `BUN-median` and 2 other fields	High correlation
`BUN-median` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Alkalinephos-mean` is highly correlated with `Alkalinephos-median`	High correlation
`Alkalinephos-median` is highly correlated with `Alkalinephos-mean`	High correlation
`Calcium-mean` is highly correlated with `Calcium-median`	High correlation
`Calcium-median` is highly correlated with `Calcium-mean`	High correlation
`Chloride-mean` is highly correlated with `Chloride-median`	High correlation
`Chloride-median` is highly correlated with `Chloride-mean`	High correlation
`Creatinine-mean` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Creatinine-median` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Bilirubin_direct-mean` is highly correlated with `Bilirubin_direct-median` and 2 other fields	High correlation
`Bilirubin_direct-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Glucose-mean` is highly correlated with `Glucose-median`	High correlation
`Glucose-median` is highly correlated with `Glucose-mean`	High correlation
`Lactate-mean` is highly correlated with `Lactate-median`	High correlation
`Lactate-median` is highly correlated with `Lactate-mean`	High correlation
`Magnesium-mean` is highly correlated with `Magnesium-median`	High correlation
`Magnesium-median` is highly correlated with `Magnesium-mean`	High correlation
`Phosphate-mean` is highly correlated with `Phosphate-median`	High correlation
`Phosphate-median` is highly correlated with `Phosphate-mean`	High correlation
`Potassium-mean` is highly correlated with `Potassium-median`	High correlation
`Potassium-median` is highly correlated with `Potassium-mean`	High correlation
`Bilirubin_total-mean` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Bilirubin_total-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`TroponinI-mean` is highly correlated with `TroponinI-median`	High correlation
`TroponinI-median` is highly correlated with `TroponinI-mean`	High correlation
`Hct-mean` is highly correlated with `Hct-median` and 2 other fields	High correlation
`Hct-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-mean` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`PTT-mean` is highly correlated with `PTT-median`	High correlation
`PTT-median` is highly correlated with `PTT-mean`	High correlation
`WBC-mean` is highly correlated with `WBC-median`	High correlation
`WBC-median` is highly correlated with `WBC-mean`	High correlation
`Fibrinogen-mean` is highly correlated with `Fibrinogen-median`	High correlation
`Fibrinogen-median` is highly correlated with `Fibrinogen-mean`	High correlation
`Platelets-mean` is highly correlated with `Platelets-median`	High correlation
`Platelets-median` is highly correlated with `Platelets-mean`	High correlation
`Age-mean` is highly correlated with `Age-median`	High correlation
`Age-median` is highly correlated with `Age-mean`	High correlation
`Gender-mean` is highly correlated with `Gender-median`	High correlation
`Gender-median` is highly correlated with `Gender-mean`	High correlation
`Unit1-mean` is highly correlated with `Unit1-median` and 2 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`HospAdmTime-mean` is highly correlated with `HospAdmTime-median`	High correlation
`HospAdmTime-median` is highly correlated with `HospAdmTime-mean`	High correlation
`ICULOS-mean` is highly correlated with `ICULOS-median` and 2 other fields	High correlation
`ICULOS-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`SepsisLabel-mean` is highly correlated with `SepsisLabel-median` and 2 other fields	High correlation
`SepsisLabel-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Hours-mean` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`Hours-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`HR-mean` is highly correlated with `HR-median`	High correlation
`HR-median` is highly correlated with `HR-mean`	High correlation
`O2Sat-mean` is highly correlated with `O2Sat-median`	High correlation
`O2Sat-median` is highly correlated with `O2Sat-mean`	High correlation
`Temp-mean` is highly correlated with `Temp-median`	High correlation
`Temp-median` is highly correlated with `Temp-mean`	High correlation
`SBP-mean` is highly correlated with `SBP-median` and 4 other fields	High correlation
`SBP-median` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`MAP-mean` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`MAP-median` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`DBP-mean` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`DBP-median` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`Resp-mean` is highly correlated with `Resp-median`	High correlation
`Resp-median` is highly correlated with `Resp-mean`	High correlation
`EtCO2-mean` is highly correlated with `EtCO2-median`	High correlation
`EtCO2-median` is highly correlated with `EtCO2-mean`	High correlation
`BaseExcess-mean` is highly correlated with `BaseExcess-median` and 4 other fields	High correlation
`BaseExcess-median` is highly correlated with `BaseExcess-mean` and 4 other fields	High correlation
`HCO3-mean` is highly correlated with `BaseExcess-mean` and 3 other fields	High correlation
`HCO3-median` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`pH-mean` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`pH-median` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`PaCO2-mean` is highly correlated with `PaCO2-median`	High correlation
`PaCO2-median` is highly correlated with `PaCO2-mean`	High correlation
`SaO2-mean` is highly correlated with `SaO2-median`	High correlation
`SaO2-median` is highly correlated with `SaO2-mean`	High correlation
`AST-mean` is highly correlated with `AST-median`	High correlation
`AST-median` is highly correlated with `AST-mean`	High correlation
`BUN-mean` is highly correlated with `BUN-median` and 4 other fields	High correlation
`BUN-median` is highly correlated with `BUN-mean` and 4 other fields	High correlation
`Alkalinephos-mean` is highly correlated with `Alkalinephos-median`	High correlation
`Alkalinephos-median` is highly correlated with `Alkalinephos-mean`	High correlation
`Calcium-mean` is highly correlated with `Calcium-median`	High correlation
`Calcium-median` is highly correlated with `Calcium-mean`	High correlation
`Chloride-mean` is highly correlated with `Chloride-median`	High correlation
`Chloride-median` is highly correlated with `Chloride-mean`	High correlation
`Creatinine-mean` is highly correlated with `BUN-mean` and 4 other fields	High correlation
`Creatinine-median` is highly correlated with `BUN-mean` and 4 other fields	High correlation
`Bilirubin_direct-mean` is highly correlated with `Bilirubin_direct-median` and 2 other fields	High correlation
`Bilirubin_direct-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Glucose-mean` is highly correlated with `Glucose-median`	High correlation
`Glucose-median` is highly correlated with `Glucose-mean`	High correlation
`Lactate-mean` is highly correlated with `Lactate-median`	High correlation
`Lactate-median` is highly correlated with `HCO3-mean` and 1 other fields	High correlation
`Magnesium-mean` is highly correlated with `Magnesium-median`	High correlation
`Magnesium-median` is highly correlated with `Magnesium-mean`	High correlation
`Phosphate-mean` is highly correlated with `BUN-mean` and 4 other fields	High correlation
`Phosphate-median` is highly correlated with `BUN-mean` and 4 other fields	High correlation
`Potassium-mean` is highly correlated with `Potassium-median`	High correlation
`Potassium-median` is highly correlated with `Potassium-mean`	High correlation
`Bilirubin_total-mean` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Bilirubin_total-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`TroponinI-mean` is highly correlated with `TroponinI-median`	High correlation
`TroponinI-median` is highly correlated with `TroponinI-mean`	High correlation
`Hct-mean` is highly correlated with `Hct-median` and 2 other fields	High correlation
`Hct-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-mean` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`PTT-mean` is highly correlated with `PTT-median`	High correlation
`PTT-median` is highly correlated with `PTT-mean`	High correlation
`WBC-mean` is highly correlated with `WBC-median`	High correlation
`WBC-median` is highly correlated with `WBC-mean`	High correlation
`Fibrinogen-mean` is highly correlated with `Fibrinogen-median`	High correlation
`Fibrinogen-median` is highly correlated with `Fibrinogen-mean`	High correlation
`Platelets-mean` is highly correlated with `Platelets-median`	High correlation
`Platelets-median` is highly correlated with `Platelets-mean`	High correlation
`Age-mean` is highly correlated with `Age-median`	High correlation
`Age-median` is highly correlated with `Age-mean`	High correlation
`Gender-mean` is highly correlated with `Gender-median`	High correlation
`Gender-median` is highly correlated with `Gender-mean`	High correlation
`Unit1-mean` is highly correlated with `Unit1-median` and 2 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`HospAdmTime-mean` is highly correlated with `HospAdmTime-median`	High correlation
`HospAdmTime-median` is highly correlated with `HospAdmTime-mean`	High correlation
`ICULOS-mean` is highly correlated with `ICULOS-median` and 2 other fields	High correlation
`ICULOS-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`SepsisLabel-mean` is highly correlated with `SepsisLabel-median` and 2 other fields	High correlation
`SepsisLabel-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Hours-mean` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`Hours-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`HR-mean` is highly correlated with `HR-median`	High correlation
`HR-median` is highly correlated with `HR-mean`	High correlation
`O2Sat-mean` is highly correlated with `O2Sat-median`	High correlation
`O2Sat-median` is highly correlated with `O2Sat-mean`	High correlation
`Temp-mean` is highly correlated with `Temp-median`	High correlation
`Temp-median` is highly correlated with `Temp-mean`	High correlation
`SBP-mean` is highly correlated with `SBP-median` and 2 other fields	High correlation
`SBP-median` is highly correlated with `SBP-mean` and 2 other fields	High correlation
`MAP-mean` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`MAP-median` is highly correlated with `SBP-mean` and 4 other fields	High correlation
`DBP-mean` is highly correlated with `MAP-mean` and 2 other fields	High correlation
`DBP-median` is highly correlated with `MAP-mean` and 2 other fields	High correlation
`Resp-mean` is highly correlated with `Resp-median`	High correlation
`Resp-median` is highly correlated with `Resp-mean`	High correlation
`EtCO2-mean` is highly correlated with `EtCO2-median`	High correlation
`EtCO2-median` is highly correlated with `EtCO2-mean`	High correlation
`BaseExcess-mean` is highly correlated with `BaseExcess-median` and 2 other fields	High correlation
`BaseExcess-median` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`HCO3-mean` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`HCO3-median` is highly correlated with `BaseExcess-mean` and 2 other fields	High correlation
`FiO2-mean` is highly correlated with `FiO2-median`	High correlation
`FiO2-median` is highly correlated with `FiO2-mean`	High correlation
`pH-mean` is highly correlated with `pH-median`	High correlation
`pH-median` is highly correlated with `pH-mean`	High correlation
`PaCO2-mean` is highly correlated with `PaCO2-median`	High correlation
`PaCO2-median` is highly correlated with `PaCO2-mean`	High correlation
`SaO2-mean` is highly correlated with `SaO2-median`	High correlation
`SaO2-median` is highly correlated with `SaO2-mean`	High correlation
`AST-mean` is highly correlated with `AST-median`	High correlation
`AST-median` is highly correlated with `AST-mean`	High correlation
`BUN-mean` is highly correlated with `BUN-median` and 2 other fields	High correlation
`BUN-median` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Alkalinephos-mean` is highly correlated with `Alkalinephos-median`	High correlation
`Alkalinephos-median` is highly correlated with `Alkalinephos-mean`	High correlation
`Calcium-mean` is highly correlated with `Calcium-median`	High correlation
`Calcium-median` is highly correlated with `Calcium-mean`	High correlation
`Chloride-mean` is highly correlated with `Chloride-median`	High correlation
`Chloride-median` is highly correlated with `Chloride-mean`	High correlation
`Creatinine-mean` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Creatinine-median` is highly correlated with `BUN-mean` and 2 other fields	High correlation
`Bilirubin_direct-mean` is highly correlated with `Bilirubin_direct-median` and 2 other fields	High correlation
`Bilirubin_direct-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Glucose-mean` is highly correlated with `Glucose-median`	High correlation
`Glucose-median` is highly correlated with `Glucose-mean`	High correlation
`Lactate-mean` is highly correlated with `Lactate-median`	High correlation
`Lactate-median` is highly correlated with `Lactate-mean`	High correlation
`Magnesium-mean` is highly correlated with `Magnesium-median`	High correlation
`Magnesium-median` is highly correlated with `Magnesium-mean`	High correlation
`Phosphate-mean` is highly correlated with `Phosphate-median`	High correlation
`Phosphate-median` is highly correlated with `Phosphate-mean`	High correlation
`Potassium-mean` is highly correlated with `Potassium-median`	High correlation
`Potassium-median` is highly correlated with `Potassium-mean`	High correlation
`Bilirubin_total-mean` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`Bilirubin_total-median` is highly correlated with `Bilirubin_direct-mean` and 2 other fields	High correlation
`TroponinI-mean` is highly correlated with `TroponinI-median`	High correlation
`TroponinI-median` is highly correlated with `TroponinI-mean`	High correlation
`Hct-mean` is highly correlated with `Hct-median` and 2 other fields	High correlation
`Hct-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-mean` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`Hgb-median` is highly correlated with `Hct-mean` and 2 other fields	High correlation
`PTT-mean` is highly correlated with `PTT-median`	High correlation
`PTT-median` is highly correlated with `PTT-mean`	High correlation
`WBC-mean` is highly correlated with `WBC-median`	High correlation
`WBC-median` is highly correlated with `WBC-mean`	High correlation
`Fibrinogen-mean` is highly correlated with `Fibrinogen-median`	High correlation
`Fibrinogen-median` is highly correlated with `Fibrinogen-mean`	High correlation
`Platelets-mean` is highly correlated with `Platelets-median`	High correlation
`Platelets-median` is highly correlated with `Platelets-mean`	High correlation
`Age-mean` is highly correlated with `Age-median`	High correlation
`Age-median` is highly correlated with `Age-mean`	High correlation
`Gender-mean` is highly correlated with `Gender-median`	High correlation
`Gender-median` is highly correlated with `Gender-mean`	High correlation
`Unit1-mean` is highly correlated with `Unit1-median` and 2 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`HospAdmTime-mean` is highly correlated with `HospAdmTime-median`	High correlation
`HospAdmTime-median` is highly correlated with `HospAdmTime-mean`	High correlation
`ICULOS-mean` is highly correlated with `ICULOS-median` and 2 other fields	High correlation
`ICULOS-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`SepsisLabel-mean` is highly correlated with `SepsisLabel-median` and 2 other fields	High correlation
`SepsisLabel-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Sepsis-median` is highly correlated with `SepsisLabel-mean` and 2 other fields	High correlation
`Hours-mean` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`Hours-median` is highly correlated with `ICULOS-mean` and 2 other fields	High correlation
`Unit1-mean` is highly correlated with `Unit1-median` and 2 other fields	High correlation
`Unit1-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`Sepsis-mean` is highly correlated with `SepsisLabel-median` and 1 other fields	High correlation
`Unit2-median` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`SepsisLabel-median` is highly correlated with `Sepsis-mean` and 1 other fields	High correlation
`Gender-mean` is highly correlated with `Gender-median`	High correlation
`Gender-median` is highly correlated with `Gender-mean`	High correlation
`Sepsis-median` is highly correlated with `Sepsis-mean` and 1 other fields	High correlation
`Unit2-mean` is highly correlated with `Unit1-mean` and 2 other fields	High correlation
`EtCO2-mean` has 16784 (83.9%) missing values	Missing
`EtCO2-median` has 16784 (83.9%) missing values	Missing
`BaseExcess-mean` has 19442 (97.2%) missing values	Missing
`BaseExcess-median` has 19442 (97.2%) missing values	Missing
`HCO3-mean` has 19584 (97.9%) missing values	Missing
`HCO3-median` has 19584 (97.9%) missing values	Missing
`FiO2-mean` has 14178 (70.9%) missing values	Missing
`FiO2-median` has 14178 (70.9%) missing values	Missing
`pH-mean` has 14246 (71.2%) missing values	Missing
`pH-median` has 14246 (71.2%) missing values	Missing
`PaCO2-mean` has 14221 (71.1%) missing values	Missing
`PaCO2-median` has 14221 (71.1%) missing values	Missing
`SaO2-mean` has 14875 (74.4%) missing values	Missing
`SaO2-median` has 14875 (74.4%) missing values	Missing
`AST-mean` has 11536 (57.7%) missing values	Missing
`AST-median` has 11536 (57.7%) missing values	Missing
`BUN-mean` has 1591 (8.0%) missing values	Missing
`BUN-median` has 1591 (8.0%) missing values	Missing
`Alkalinephos-mean` has 11530 (57.6%) missing values	Missing
`Alkalinephos-median` has 11530 (57.6%) missing values	Missing
`Calcium-mean` has 1550 (7.8%) missing values	Missing
`Calcium-median` has 1550 (7.8%) missing values	Missing
`Chloride-mean` has 18383 (91.9%) missing values	Missing
`Chloride-median` has 18383 (91.9%) missing values	Missing
`Creatinine-mean` has 1588 (7.9%) missing values	Missing
`Creatinine-median` has 1588 (7.9%) missing values	Missing
`Bilirubin_direct-mean` has 18529 (92.6%) missing values	Missing
`Bilirubin_direct-median` has 18529 (92.6%) missing values	Missing
`Glucose-mean` has 1173 (5.9%) missing values	Missing
`Glucose-median` has 1173 (5.9%) missing values	Missing
`Lactate-mean` has 15240 (76.2%) missing values	Missing
`Lactate-median` has 15240 (76.2%) missing values	Missing
`Magnesium-mean` has 3543 (17.7%) missing values	Missing
`Magnesium-median` has 3543 (17.7%) missing values	Missing
`Phosphate-mean` has 8365 (41.8%) missing values	Missing
`Phosphate-median` has 8365 (41.8%) missing values	Missing
`Potassium-mean` has 1434 (7.2%) missing values	Missing
`Potassium-median` has 1434 (7.2%) missing values	Missing
`Bilirubin_total-mean` has 11522 (57.6%) missing values	Missing
`Bilirubin_total-median` has 11522 (57.6%) missing values	Missing
`TroponinI-mean` has 13436 (67.2%) missing values	Missing
`TroponinI-median` has 13436 (67.2%) missing values	Missing
`Hct-mean` has 1953 (9.8%) missing values	Missing
`Hct-median` has 1953 (9.8%) missing values	Missing
`Hgb-mean` has 1941 (9.7%) missing values	Missing
`Hgb-median` has 1941 (9.7%) missing values	Missing
`PTT-mean` has 15602 (78.0%) missing values	Missing
`PTT-median` has 15602 (78.0%) missing values	Missing
`WBC-mean` has 2000 (10.0%) missing values	Missing
`WBC-median` has 2000 (10.0%) missing values	Missing
`Fibrinogen-mean` has 18052 (90.3%) missing values	Missing
`Fibrinogen-median` has 18052 (90.3%) missing values	Missing
`Platelets-mean` has 1992 (10.0%) missing values	Missing
`Platelets-median` has 1992 (10.0%) missing values	Missing
`Unit1-mean` has 6095 (30.5%) missing values	Missing
`Unit1-median` has 6095 (30.5%) missing values	Missing
`Unit2-mean` has 6095 (30.5%) missing values	Missing
`Unit2-median` has 6095 (30.5%) missing values	Missing
`FiO2-mean` is highly skewed (γ1 = 76.23783285)	Skewed
`PatientID` is uniformly distributed	Uniform
`PatientID` has unique values	Unique
`HospAdmTime-mean` has 1145 (5.7%) zeros	Zeros
`HospAdmTime-median` has 1145 (5.7%) zeros	Zeros
`SepsisLabel-mean` has 18858 (94.3%) zeros	Zeros

Reproduction

Analysis started	2021-11-29 10:31:33.507314
Analysis finished	2021-11-29 10:31:49.838588
Duration	16.33 seconds
Software version	pandas-profiling v3.1.1
Download configuration	config.json

PatientID
Real number (ℝ_≥0)

UNIFORM
UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110000.5

Minimum	100001
Maximum	120000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	100001
5-th percentile	101000.95
Q1	105000.75
median	110000.5
Q3	115000.25
95-th percentile	119000.05
Maximum	120000
Range	19999
Interquartile range (IQR)	9999.5

Descriptive statistics

Standard deviation	5773.647028
Coefficient of variation (CV)	0.05248746167
Kurtosis	-1.2
Mean	110000.5
Median Absolute Deviation (MAD)	5000
Skewness	0
Sum	2200010000
Variance	33335000
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100001	1	< 0.1%
113331	1	< 0.1%
113338	1	< 0.1%
113337	1	< 0.1%
113336	1	< 0.1%
113335	1	< 0.1%
113334	1	< 0.1%
113333	1	< 0.1%
113332	1	< 0.1%
113330	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100001	1	< 0.1%
100002	1	< 0.1%
100003	1	< 0.1%
100004	1	< 0.1%
100005	1	< 0.1%
100006	1	< 0.1%
100007	1	< 0.1%
100008	1	< 0.1%
100009	1	< 0.1%
100010	1	< 0.1%

Value	Count	Frequency (%)
120000	1	< 0.1%
119999	1	< 0.1%
119998	1	< 0.1%
119997	1	< 0.1%
119996	1	< 0.1%
119995	1	< 0.1%
119994	1	< 0.1%
119993	1	< 0.1%
119992	1	< 0.1%
119991	1	< 0.1%

HR-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	15131
Distinct (%)	75.7%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	83.04871048

Minimum	33.36
Maximum	174.6976744
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	33.36
5-th percentile	60.42152123
Q1	72.19230769
median	82.17248284
Q3	92.6
95-th percentile	109.1428571
Maximum	174.6976744
Range	141.3376744
Interquartile range (IQR)	20.40769231

Descriptive statistics

Standard deviation	14.99990916
Coefficient of variation (CV)	0.1806157985
Kurtosis	0.2303158873
Mean	83.04871048
Median Absolute Deviation (MAD)	10.17248284
Skewness	0.3821272666
Sum	1660642.015
Variance	224.9972747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68	28	0.1%
72.5	23	0.1%
80	23	0.1%
86	21	0.1%
90	21	0.1%
70	20	0.1%
77	20	0.1%
83	19	0.1%
76	19	0.1%
81	19	0.1%
Other values (15121)	19783	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.36	1	< 0.1%
37.28571429	1	< 0.1%
37.96052632	1	< 0.1%
38.78378378	1	< 0.1%
38.984375	1	< 0.1%
39.86764706	1	< 0.1%
40.0326087	1	< 0.1%
40.93181818	1	< 0.1%
40.9375	1	< 0.1%
41.2826087	1	< 0.1%

Value	Count	Frequency (%)
174.6976744	1	< 0.1%
158.2142857	1	< 0.1%
156.1428571	1	< 0.1%
153	1	< 0.1%
148.5196078	1	< 0.1%
145.6545455	1	< 0.1%
145.2	1	< 0.1%
144.8409091	1	< 0.1%
143.2333333	1	< 0.1%
140.7340426	1	< 0.1%

HR-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	359
Distinct (%)	1.8%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	82.45575365

Minimum	31
Maximum	176
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	31
5-th percentile	59.5
Q1	71
median	81.5
Q3	92
95-th percentile	109.5
Maximum	176
Range	145
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	15.47201459
Coefficient of variation (CV)	0.1876402058
Kurtosis	0.2671783352
Mean	82.45575365
Median Absolute Deviation (MAD)	10.5
Skewness	0.4075821578
Sum	1648785.25
Variance	239.3832353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	606	3.0%
90	536	2.7%
82	475	2.4%
70	454	2.3%
78	454	2.3%
84	449	2.2%
74	423	2.1%
76	404	2.0%
72	396	2.0%
86	395	2.0%
Other values (349)	15404	77.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31	1	< 0.1%
31.5	1	< 0.1%
33	1	< 0.1%
36	1	< 0.1%
37	2	< 0.1%
37.75	1	< 0.1%
38	2	< 0.1%
39	1	< 0.1%
40	4	< 0.1%
40.5	1	< 0.1%

Value	Count	Frequency (%)
176	1	< 0.1%
163	1	< 0.1%
156.5	1	< 0.1%
156	1	< 0.1%
155	1	< 0.1%
147	1	< 0.1%
146	2	< 0.1%
143	3	< 0.1%
142.5	2	< 0.1%
142	2	< 0.1%

O2Sat-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7737
Distinct (%)	38.7%
Missing	6
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	97.10576372

Minimum	65.5
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	65.5
5-th percentile	94
Q1	96.01860587
median	97.32240143
Q3	98.47660576
95-th percentile	99.65625
Maximum	100
Range	34.5
Interquartile range (IQR)	2.457999889

Descriptive statistics

Standard deviation	1.944590634
Coefficient of variation (CV)	0.02002549137
Kurtosis	22.29509362
Mean	97.10576372
Median Absolute Deviation (MAD)	1.221587214
Skewness	-2.439035024
Sum	1941532.64
Variance	3.781432733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	183	0.9%
98	141	0.7%
97	131	0.7%
97.5	118	0.6%
98.5	113	0.6%
99	102	0.5%
96.5	92	0.5%
96	91	0.5%
99.5	68	0.3%
98.25	63	0.3%
Other values (7727)	18892	94.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.5	1	< 0.1%
66.85714286	1	< 0.1%
67.72580645	1	< 0.1%
72	1	< 0.1%
72.58333333	1	< 0.1%
73.44285714	1	< 0.1%
74.33333333	1	< 0.1%
74.80392157	1	< 0.1%
75.58823529	1	< 0.1%
76.32142857	1	< 0.1%

Value	Count	Frequency (%)
100	183	0.9%
99.99074074	1	< 0.1%
99.9893617	1	< 0.1%
99.98611111	1	< 0.1%
99.98571429	1	< 0.1%
99.98529412	1	< 0.1%
99.984375	1	< 0.1%
99.98181818	1	< 0.1%
99.98076923	1	< 0.1%
99.97916667	1	< 0.1%

O2Sat-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	70
Distinct (%)	0.4%
Missing	6
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	97.41654996

Minimum	62.25
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	62.25
5-th percentile	94
Q1	96
median	98
Q3	99
95-th percentile	100
Maximum	100
Range	37.75
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.061559043
Coefficient of variation (CV)	0.02116230809
Kurtosis	17.04957528
Mean	97.41654996
Median Absolute Deviation (MAD)	1.5
Skewness	-1.901720785
Sum	1947746.5
Variance	4.25002569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	3296	16.5%
98	3224	16.1%
97	2808	14.0%
99	2536	12.7%
96	2450	12.2%
95	1451	7.3%
94	681	3.4%
97.5	441	2.2%
98.5	391	2.0%
96.5	389	1.9%
Other values (60)	2327	11.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
62.25	1	< 0.1%
65	1	< 0.1%
67	1	< 0.1%
72	1	< 0.1%
73	1	< 0.1%
75	1	< 0.1%
76	1	< 0.1%
76.75	1	< 0.1%
77	2	< 0.1%
78	2	< 0.1%

Value	Count	Frequency (%)
100	3296	16.5%
99.75	77	0.4%
99.5	298	1.5%
99.25	87	0.4%
99	2536	12.7%
98.75	92	0.5%
98.5	391	2.0%
98.25	89	0.4%
98	3224	16.1%
97.75	98	0.5%

Temp-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	5252
Distinct (%)	26.3%
Missing	49
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.77130518

Minimum	31.44444444
Maximum	39.7375
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	31.44444444
5-th percentile	36
Q1	36.44
median	36.72567568
Q3	37.0822479
95-th percentile	37.67330317
Maximum	39.7375
Range	8.293055556
Interquartile range (IQR)	0.6422478992

Descriptive statistics

Standard deviation	0.5290535673
Coefficient of variation (CV)	0.01438767443
Kurtosis	3.225961007
Mean	36.77130518
Median Absolute Deviation (MAD)	0.3187687688
Skewness	-0.009018216435
Sum	733624.3097
Variance	0.2798976771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.5	243	1.2%
36.6	233	1.2%
36.4	191	1.0%
36.7	164	0.8%
36.9	150	0.8%
36.8	149	0.7%
36.3	130	0.7%
37	123	0.6%
36	116	0.6%
36.55	113	0.6%
Other values (5242)	18339	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31.44444444	1	< 0.1%
32.30714286	1	< 0.1%
32.44285714	1	< 0.1%
32.8	1	< 0.1%
32.93235294	1	< 0.1%
32.95	1	< 0.1%
33.08333333	1	< 0.1%
33.10576923	1	< 0.1%
33.35	1	< 0.1%
33.39861111	1	< 0.1%

Value	Count	Frequency (%)
39.7375	1	< 0.1%
39.71451613	1	< 0.1%
39.675	1	< 0.1%
39.50714286	1	< 0.1%
39.36666667	1	< 0.1%
39.22291667	1	< 0.1%
39.16029412	1	< 0.1%
39.1	1	< 0.1%
39.05	1	< 0.1%
38.98	1	< 0.1%

Temp-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	219
Distinct (%)	1.1%
Missing	49
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.78687033

Minimum	31.4
Maximum	40.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	31.4
5-th percentile	36
Q1	36.45
median	36.7
Q3	37.1
95-th percentile	37.75
Maximum	40.4
Range	9
Interquartile range (IQR)	0.65

Descriptive statistics

Standard deviation	0.5584923396
Coefficient of variation (CV)	0.01518183892
Kurtosis	3.428382447
Mean	36.78687033
Median Absolute Deviation (MAD)	0.3
Skewness	-0.03114273631
Sum	733934.85
Variance	0.3119136934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.6	1367	6.8%
36.5	1317	6.6%
36.8	1278	6.4%
36.7	1263	6.3%
37	1078	5.4%
36.4	911	4.6%
36.9	884	4.4%
37.1	742	3.7%
36.3	709	3.5%
37.2	678	3.4%
Other values (209)	9724	48.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31.4	1	< 0.1%
32.1	2	< 0.1%
32.8	2	< 0.1%
32.95	2	< 0.1%
33	2	< 0.1%
33.05	1	< 0.1%
33.1	1	< 0.1%
33.2	3	< 0.1%
33.25	2	< 0.1%
33.35	1	< 0.1%

Value	Count	Frequency (%)
40.4	1	< 0.1%
40.1	1	< 0.1%
40	2	< 0.1%
39.5	1	< 0.1%
39.4	1	< 0.1%
39.3	1	< 0.1%
39.25	1	< 0.1%
39.2	1	< 0.1%
39.1	4	< 0.1%
39.05	1	< 0.1%

SBP-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	15753
Distinct (%)	78.9%
Missing	24
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	126.4104727

Minimum	54.54166667
Maximum	203.775
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	54.54166667
5-th percentile	98.52083333
Q1	112.8333333
median	125
Q3	138.7410714
95-th percentile	159.1377467
Maximum	203.775
Range	149.2333333
Interquartile range (IQR)	25.9077381

Descriptive statistics

Standard deviation	18.61359086
Coefficient of variation (CV)	0.1472472215
Kurtosis	-0.03379315869
Mean	126.4104727
Median Absolute Deviation (MAD)	12.78947368
Skewness	0.3318814023
Sum	2525175.602
Variance	346.4657649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
128	21	0.1%
116	17	0.1%
127	17	0.1%
122	17	0.1%
125	17	0.1%
142	16	0.1%
110	16	0.1%
116.5	16	0.1%
133	16	0.1%
124	15	0.1%
Other values (15743)	19808	99.0%
(Missing)	24	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
54.54166667	1	< 0.1%
56.29807692	1	< 0.1%
57.575	1	< 0.1%
60.34615385	1	< 0.1%
65	1	< 0.1%
65.125	1	< 0.1%
65.27083333	1	< 0.1%
66	1	< 0.1%
66.09090909	1	< 0.1%
68.5	1	< 0.1%

Value	Count	Frequency (%)
203.775	1	< 0.1%
200.7830189	1	< 0.1%
200.1555556	1	< 0.1%
197.2	1	< 0.1%
197.1428571	1	< 0.1%
196.8043478	1	< 0.1%
194.1862745	1	< 0.1%
192.75	1	< 0.1%
192.4396552	1	< 0.1%
192.1857143	1	< 0.1%

SBP-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	485
Distinct (%)	2.4%
Missing	24
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	126.0335653

Minimum	51
Maximum	207
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	51
5-th percentile	98
Q1	112
median	124.5
Q3	139
95-th percentile	160
Maximum	207
Range	156
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	19.12587448
Coefficient of variation (CV)	0.1517522291
Kurtosis	-0.0662913949
Mean	126.0335653
Median Absolute Deviation (MAD)	13.5
Skewness	0.3496266683
Sum	2517646.5
Variance	365.7990745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
116	331	1.7%
118	316	1.6%
112	313	1.6%
132	312	1.6%
120	306	1.5%
126	304	1.5%
110	301	1.5%
114	298	1.5%
124	298	1.5%
128	297	1.5%
Other values (475)	16900	84.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
51	1	< 0.1%
51.5	1	< 0.1%
54.5	1	< 0.1%
62	1	< 0.1%
63	1	< 0.1%
65	1	< 0.1%
65.5	1	< 0.1%
66	2	< 0.1%
66.5	1	< 0.1%
68.5	1	< 0.1%

Value	Count	Frequency (%)
207	1	< 0.1%
203	1	< 0.1%
202	1	< 0.1%
198	1	< 0.1%
197	1	< 0.1%
196.5	1	< 0.1%
195.5	1	< 0.1%
195	3	< 0.1%
194.75	2	< 0.1%
194	4	< 0.1%

MAP-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	14332
Distinct (%)	72.0%
Missing	102
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	86.74191272

Minimum	34.29166667
Maximum	143.2285714
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	34.29166667
5-th percentile	68.62435345
Q1	77.26923077
median	85.13126566
Q3	94.64404762
95-th percentile	110.3827381
Maximum	143.2285714
Range	108.9369048
Interquartile range (IQR)	17.37481685

Descriptive statistics

Standard deviation	12.90803422
Coefficient of variation (CV)	0.1488096564
Kurtosis	0.3753422494
Mean	86.74191272
Median Absolute Deviation (MAD)	8.535401003
Skewness	0.6007607492
Sum	1725990.579
Variance	166.6173475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	34	0.2%
80	31	0.2%
87	30	0.1%
92	28	0.1%
91	27	0.1%
82	26	0.1%
93	25	0.1%
81	25	0.1%
79.5	23	0.1%
89	22	0.1%
Other values (14322)	19627	98.1%
(Missing)	102	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34.29166667	1	< 0.1%
38.46875	1	< 0.1%
45.79166667	1	< 0.1%
46.16666667	1	< 0.1%
46.95652174	1	< 0.1%
48.03947368	1	< 0.1%
48.5	1	< 0.1%
49	1	< 0.1%
50.05681818	1	< 0.1%
50.28571429	1	< 0.1%

Value	Count	Frequency (%)
143.2285714	1	< 0.1%
141.0645161	1	< 0.1%
140.7241379	1	< 0.1%
140.4056604	1	< 0.1%
140	1	< 0.1%
139.9375	1	< 0.1%
138.9907407	1	< 0.1%
138.1363636	1	< 0.1%
137.5	1	< 0.1%
137.4130435	1	< 0.1%

MAP-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	322
Distinct (%)	1.6%
Missing	102
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	86.18930295

Minimum	33
Maximum	144
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	33
5-th percentile	68
Q1	76.5
median	84.75
Q3	94
95-th percentile	110.5
Maximum	144
Range	111
Interquartile range (IQR)	17.5

Descriptive statistics

Standard deviation	13.16411582
Coefficient of variation (CV)	0.1527349146
Kurtosis	0.3658354042
Mean	86.18930295
Median Absolute Deviation (MAD)	8.75
Skewness	0.5997528945
Sum	1714994.75
Variance	173.2939454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
78	558	2.8%
82	540	2.7%
80	504	2.5%
76	501	2.5%
88	497	2.5%
86	488	2.4%
77	464	2.3%
84	455	2.3%
74	432	2.2%
90	420	2.1%
Other values (312)	15039	75.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33	1	< 0.1%
34	1	< 0.1%
43.5	1	< 0.1%
45	3	< 0.1%
48.5	1	< 0.1%
49	1	< 0.1%
49.75	1	< 0.1%
50	3	< 0.1%
51	2	< 0.1%
51.5	1	< 0.1%

Value	Count	Frequency (%)
144	1	< 0.1%
143.5	1	< 0.1%
143	1	< 0.1%
141	1	< 0.1%
140	4	< 0.1%
139.5	1	< 0.1%
139.25	1	< 0.1%
138.5	2	< 0.1%
138	2	< 0.1%
137	2	< 0.1%

DBP-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	14217
Distinct (%)	71.2%
Missing	27
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	66.6384943

Minimum	24
Maximum	116.1891892
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	24
5-th percentile	50.94563492
Q1	59.1
median	65.55
Q3	73.28571429
95-th percentile	86.22745098
Maximum	116.1891892
Range	92.18918919
Interquartile range (IQR)	14.18571429

Descriptive statistics

Standard deviation	10.80896208
Coefficient of variation (CV)	0.1622029758
Kurtosis	0.5003833477
Mean	66.6384943
Median Absolute Deviation (MAD)	6.992307692
Skewness	0.5108030707
Sum	1330970.647
Variance	116.8336612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67.5	34	0.2%
61	29	0.1%
69	27	0.1%
66	26	0.1%
65	25	0.1%
70	25	0.1%
67	25	0.1%
60	24	0.1%
64	24	0.1%
62	24	0.1%
Other values (14207)	19710	98.6%
(Missing)	27	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24	1	< 0.1%
28.58333333	1	< 0.1%
29.575	1	< 0.1%
30.41428571	1	< 0.1%
31.02222222	1	< 0.1%
32.02272727	1	< 0.1%
32.52631579	1	< 0.1%
32.9375	1	< 0.1%
33.08823529	1	< 0.1%
33.48076923	1	< 0.1%

Value	Count	Frequency (%)
116.1891892	1	< 0.1%
116.0135135	1	< 0.1%
115.1363636	1	< 0.1%
114.875	1	< 0.1%
113.2857143	1	< 0.1%
112.2692308	1	< 0.1%
110.875	1	< 0.1%
110.825	1	< 0.1%
110.0384615	1	< 0.1%
109.4534884	1	< 0.1%

DBP-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	325
Distinct (%)	1.6%
Missing	27
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	65.98379412

Minimum	24
Maximum	117
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	24
5-th percentile	50
Q1	58
median	65
Q3	73
95-th percentile	86
Maximum	117
Range	93
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	11.11804128
Coefficient of variation (CV)	0.1684965442
Kurtosis	0.4183439062
Mean	65.98379412
Median Absolute Deviation (MAD)	7
Skewness	0.5133707969
Sum	1317894.32
Variance	123.610842
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	664	3.3%
60	628	3.1%
64	609	3.0%
62	585	2.9%
56	576	2.9%
63	554	2.8%
65	540	2.7%
59	538	2.7%
66	528	2.6%
61	504	2.5%
Other values (315)	14247	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24	1	< 0.1%
27.5	1	< 0.1%
28	1	< 0.1%
28.5	1	< 0.1%
29	3	< 0.1%
32	3	< 0.1%
33	2	< 0.1%
33.5	2	< 0.1%
34	4	< 0.1%
35	3	< 0.1%

Value	Count	Frequency (%)
117	1	< 0.1%
116	1	< 0.1%
114.75	1	< 0.1%
113	1	< 0.1%
112	3	< 0.1%
111	1	< 0.1%
110.5	1	< 0.1%
110	1	< 0.1%
109.75	1	< 0.1%
109.25	1	< 0.1%

Resp-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	9074
Distinct (%)	45.5%
Missing	43
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	18.48372382

Minimum	1
Maximum	56.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	14.27119691
Q1	16.66666667
median	18.1875
Q3	20.03947368
95-th percentile	23.625
Maximum	56.25
Range	55.25
Interquartile range (IQR)	3.372807018

Descriptive statistics

Standard deviation	3.134884136
Coefficient of variation (CV)	0.1696024117
Kurtosis	6.795482191
Mean	18.48372382
Median Absolute Deviation (MAD)	1.677083333
Skewness	0.6931995319
Sum	368879.6762
Variance	9.827498548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	298	1.5%
17	142	0.7%
16	140	0.7%
17.5	119	0.6%
19	92	0.5%
18.5	84	0.4%
16.5	78	0.4%
17.33333333	76	0.4%
20	59	0.3%
19.5	53	0.3%
Other values (9064)	18816	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	< 0.1%
1.333333333	2	< 0.1%
1.5	2	< 0.1%
1.583333333	1	< 0.1%
1.636363636	1	< 0.1%
1.642857143	1	< 0.1%
1.764705882	1	< 0.1%
1.833333333	1	< 0.1%
1.842105263	1	< 0.1%
1.9	1	< 0.1%

Value	Count	Frequency (%)
56.25	1	< 0.1%
56	1	< 0.1%
50.04166667	1	< 0.1%
44.28571429	1	< 0.1%
40.21428571	1	< 0.1%
39.5	1	< 0.1%
38.91666667	1	< 0.1%
37.5125	1	< 0.1%
37.37878788	1	< 0.1%
37.25	1	< 0.1%

Resp-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	121
Distinct (%)	0.6%
Missing	43
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	18.3046049

Minimum	1
Maximum	56
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	14
Q1	16
median	18
Q3	20
95-th percentile	24
Maximum	56
Range	55
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.25810626
Coefficient of variation (CV)	0.1779938042
Kurtosis	6.330757325
Mean	18.3046049
Median Absolute Deviation (MAD)	2
Skewness	0.5389213854
Sum	365305
Variance	10.6152564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	3990	20.0%
20	2754	13.8%
16	2564	12.8%
17	1321	6.6%
19	1138	5.7%
15	995	5.0%
22	932	4.7%
14	673	3.4%
21	661	3.3%
24	352	1.8%
Other values (111)	4577	22.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	8	< 0.1%
1.5	3	< 0.1%
2	24	0.1%
2.5	3	< 0.1%
3	12	0.1%
3.25	3	< 0.1%
3.5	4	< 0.1%
3.75	1	< 0.1%
4	11	0.1%
4.5	3	< 0.1%

Value	Count	Frequency (%)
56	2	< 0.1%
51.5	1	< 0.1%
40	2	< 0.1%
39	1	< 0.1%
38	2	< 0.1%
37	1	< 0.1%
36.25	1	< 0.1%
36	2	< 0.1%
35.5	2	< 0.1%
35.25	1	< 0.1%

EtCO2-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1928
Distinct (%)	60.0%
Missing	16784
Missing (%)	83.9%
Infinite	0
Infinite (%)	0.0%
Mean	33.09096109

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	10
5-th percentile	17.8875
Q1	28.34903846
median	33.05
Q3	37.25
95-th percentile	43.25347222
Maximum	100
Range	90
Interquartile range (IQR)	8.900961538

Descriptive statistics

Standard deviation	10.19338005
Coefficient of variation (CV)	0.3080412207
Kurtosis	16.96107567
Mean	33.09096109
Median Absolute Deviation (MAD)	4.45
Skewness	2.739708572
Sum	106420.5309
Variance	103.9049968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	28	0.1%
34	26	0.1%
40	23	0.1%
33	22	0.1%
36	21	0.1%
39	20	0.1%
32	19	0.1%
28	19	0.1%
37	19	0.1%
34.5	18	0.1%
Other values (1918)	3001	15.0%
(Missing)	16784	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	4	< 0.1%
10.125	1	< 0.1%
10.5	5	< 0.1%
10.83333333	1	< 0.1%
11	6	< 0.1%
11.15	1	< 0.1%
11.25	1	< 0.1%
11.5	1	< 0.1%
11.75	1	< 0.1%
11.84615385	1	< 0.1%

Value	Count	Frequency (%)
100	7	< 0.1%
99	4	< 0.1%
98.5	1	< 0.1%
98	6	< 0.1%
97.5	1	< 0.1%
97.25	1	< 0.1%
97	7	< 0.1%
96	2	< 0.1%
95	1	< 0.1%
94	2	< 0.1%

EtCO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	173
Distinct (%)	5.4%
Missing	16784
Missing (%)	83.9%
Infinite	0
Infinite (%)	0.0%
Mean	33.04485386

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	10
5-th percentile	17.5
Q1	28
median	33
Q3	37
95-th percentile	43.5
Maximum	100
Range	90
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	10.32476853
Coefficient of variation (CV)	0.3124470931
Kurtosis	16.13061293
Mean	33.04485386
Median Absolute Deviation (MAD)	4.5
Skewness	2.621801772
Sum	106272.25
Variance	106.6008452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	137	0.7%
34	136	0.7%
33	136	0.7%
32	131	0.7%
30	124	0.6%
36	112	0.6%
29	109	0.5%
39	98	0.5%
28	96	0.5%
37	95	0.5%
Other values (163)	2042	10.2%
(Missing)	16784	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	8	< 0.1%
10.5	6	< 0.1%
11	10	0.1%
11.25	4	< 0.1%
11.5	6	< 0.1%
12	15	0.1%
12.5	5	< 0.1%
13	10	0.1%
13.25	2	< 0.1%
13.5	6	< 0.1%

Value	Count	Frequency (%)
100	7	< 0.1%
99	4	< 0.1%
98.5	1	< 0.1%
98	6	< 0.1%
97.5	2	< 0.1%
97	7	< 0.1%
96	2	< 0.1%
95	1	< 0.1%
94	2	< 0.1%
93	2	< 0.1%

BaseExcess-mean
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	392
Distinct (%)	70.3%
Missing	19442
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	-2.529682715

Minimum	-22.36666667
Maximum	9.1
Zeros	2
Zeros (%)	< 0.1%
Negative	434
Negative (%)	2.2%
Memory size	156.4 KiB

Quantile statistics

Minimum	-22.36666667
5-th percentile	-9.23
Q1	-4.6
median	-2.4
Q3	-0.38125
95-th percentile	3.6778125
Maximum	9.1
Range	31.46666667
Interquartile range (IQR)	4.21875

Descriptive statistics

Standard deviation	3.85935829
Coefficient of variation (CV)	-1.525629387
Kurtosis	2.348435347
Mean	-2.529682715
Median Absolute Deviation (MAD)	2.1
Skewness	-0.4961503107
Sum	-1411.562955
Variance	14.89464641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.7	8	< 0.1%
-1.3	7	< 0.1%
-3.9	7	< 0.1%
1.2	6	< 0.1%
-4.6	6	< 0.1%
-0.9	5	< 0.1%
-3.3	5	< 0.1%
-3.7	5	< 0.1%
-4.4	5	< 0.1%
-3.4	5	< 0.1%
Other values (382)	499	2.5%
(Missing)	19442	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-22.36666667	1	< 0.1%
-18.25	1	< 0.1%
-16.18333333	1	< 0.1%
-15.1	1	< 0.1%
-15.075	1	< 0.1%
-14.025	1	< 0.1%
-14.02	1	< 0.1%
-13.05	1	< 0.1%
-12	1	< 0.1%
-11.8	1	< 0.1%

Value	Count	Frequency (%)
9.1	1	< 0.1%
9	1	< 0.1%
8.175	1	< 0.1%
7.642857143	1	< 0.1%
7.6	2	< 0.1%
7.1	1	< 0.1%
6.3	1	< 0.1%
6.1	1	< 0.1%
5.9	2	< 0.1%
5.85	1	< 0.1%

BaseExcess-median
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	272
Distinct (%)	48.7%
Missing	19442
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	-2.538620072

Minimum	-22.1
Maximum	9.1
Zeros	6
Zeros (%)	< 0.1%
Negative	429
Negative (%)	2.1%
Memory size	156.4 KiB

Quantile statistics

Minimum	-22.1
5-th percentile	-9.26875
Q1	-4.6
median	-2.4
Q3	-0.375
95-th percentile	3.88
Maximum	9.1
Range	31.2
Interquartile range (IQR)	4.225

Descriptive statistics

Standard deviation	3.886708635
Coefficient of variation (CV)	-1.531032028
Kurtosis	2.211538927
Mean	-2.538620072
Median Absolute Deviation (MAD)	2.1
Skewness	-0.4712354538
Sum	-1416.55
Variance	15.10650402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.7	11	0.1%
-2.8	9	< 0.1%
-3.9	8	< 0.1%
-1.3	8	< 0.1%
-3	7	< 0.1%
-3.2	7	< 0.1%
-3.4	7	< 0.1%
0	6	< 0.1%
-3.7	6	< 0.1%
-0.9	6	< 0.1%
Other values (262)	483	2.4%
(Missing)	19442	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-22.1	1	< 0.1%
-18.25	1	< 0.1%
-16.3	1	< 0.1%
-15.1	1	< 0.1%
-15.075	1	< 0.1%
-14.05	1	< 0.1%
-14.025	1	< 0.1%
-13.05	1	< 0.1%
-12.2	1	< 0.1%
-11.8	1	< 0.1%

Value	Count	Frequency (%)
9.1	1	< 0.1%
9	1	< 0.1%
8.5	1	< 0.1%
8.175	1	< 0.1%
7.6	2	< 0.1%
7.1	1	< 0.1%
6.3	1	< 0.1%
6.1	1	< 0.1%
5.9	1	< 0.1%
5.85	1	< 0.1%

HCO3-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	310
Distinct (%)	74.5%
Missing	19584
Missing (%)	97.9%
Infinite	0
Infinite (%)	0.0%
Mean	23.34547262

Minimum	7.7
Maximum	33.05714286
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	7.7
5-th percentile	18.39375
Q1	21.7
median	23.403125
Q3	25.0125
95-th percentile	28.8
Maximum	33.05714286
Range	25.35714286
Interquartile range (IQR)	3.3125

Descriptive statistics

Standard deviation	3.07572166
Coefficient of variation (CV)	0.1317480999
Kurtosis	2.223522011
Mean	23.34547262
Median Absolute Deviation (MAD)	1.671875
Skewness	-0.2459323095
Sum	9711.71661
Variance	9.460063729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.5	6	< 0.1%
21.5	6	< 0.1%
23.9	5	< 0.1%
23.2	5	< 0.1%
28.8	4	< 0.1%
22.6	4	< 0.1%
21.3	4	< 0.1%
22	4	< 0.1%
21.7	4	< 0.1%
22.2	4	< 0.1%
Other values (300)	370	1.8%
(Missing)	19584	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.7	1	< 0.1%
13.1	1	< 0.1%
13.15	1	< 0.1%
14.6	1	< 0.1%
15.46666667	1	< 0.1%
16.2	1	< 0.1%
16.36666667	1	< 0.1%
16.43	1	< 0.1%
16.8	1	< 0.1%
17	1	< 0.1%

Value	Count	Frequency (%)
33.05714286	1	< 0.1%
32.8	1	< 0.1%
32.4	1	< 0.1%
32	2	< 0.1%
30.9	1	< 0.1%
30.6	1	< 0.1%
30.1	1	< 0.1%
29.7	1	< 0.1%
29.5	2	< 0.1%
29.45	1	< 0.1%

HCO3-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	217
Distinct (%)	52.2%
Missing	19584
Missing (%)	97.9%
Infinite	0
Infinite (%)	0.0%
Mean	23.33960337

Minimum	7.7
Maximum	34
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	7.7
5-th percentile	18.5
Q1	21.6
median	23.475
Q3	25.1
95-th percentile	28.525
Maximum	34
Range	26.3
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	3.099274851
Coefficient of variation (CV)	0.1327903822
Kurtosis	2.193542379
Mean	23.33960337
Median Absolute Deviation (MAD)	1.725
Skewness	-0.2167493007
Sum	9709.275
Variance	9.605504601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.5	9	< 0.1%
22.6	7	< 0.1%
21.5	6	< 0.1%
23.8	6	< 0.1%
23.7	6	< 0.1%
25.3	6	< 0.1%
25.1	5	< 0.1%
24.2	5	< 0.1%
23.2	5	< 0.1%
23.9	5	< 0.1%
Other values (207)	356	1.8%
(Missing)	19584	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.7	1	< 0.1%
13.1	1	< 0.1%
13.15	1	< 0.1%
14.6	1	< 0.1%
15.3	1	< 0.1%
16.05	1	< 0.1%
16.3	1	< 0.1%
16.4	1	< 0.1%
16.8	1	< 0.1%
17	2	< 0.1%

Value	Count	Frequency (%)
34	1	< 0.1%
32.8	1	< 0.1%
32.4	1	< 0.1%
32	2	< 0.1%
30.9	1	< 0.1%
30.6	1	< 0.1%
30.1	1	< 0.1%
29.7	1	< 0.1%
29.5	2	< 0.1%
29.45	1	< 0.1%

FiO2-mean
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED

Distinct	620
Distinct (%)	10.6%
Missing	14178
Missing (%)	70.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.6540048137

Minimum	-16
Maximum	1000.3
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	156.4 KiB

Quantile statistics

Minimum	-16
5-th percentile	0.21
Q1	0.36
median	0.44
Q3	0.5891865079
95-th percentile	1
Maximum	1000.3
Range	1016.3
Interquartile range (IQR)	0.2291865079

Descriptive statistics

Standard deviation	13.10707758
Coefficient of variation (CV)	20.04125551
Kurtosis	5815.504986
Mean	0.6540048137
Median Absolute Deviation (MAD)	0.105
Skewness	76.23783285
Sum	3807.616025
Variance	171.7954826
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	948	4.7%
0.21	560	2.8%
0.5	536	2.7%
1	326	1.6%
0.7	211	1.1%
0.45	205	1.0%
0.6	203	1.0%
0.28	193	1.0%
0.3	151	0.8%
0.35	108	0.5%
Other values (610)	2381	11.9%
(Missing)	14178	70.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-16	1	< 0.1%
-5.6375	1	< 0.1%
0.04	2	< 0.1%
0.05	4	< 0.1%
0.06	4	< 0.1%
0.115	1	< 0.1%
0.16	1	< 0.1%
0.21	560	2.8%
0.21	25	0.1%
0.2130434783	1	< 0.1%

Value	Count	Frequency (%)
1000.3	1	< 0.1%
2	4	< 0.1%
1.6	1	< 0.1%
1.5	2	< 0.1%
1.266666667	1	< 0.1%
1.214285714	1	< 0.1%
1.2	1	< 0.1%
1.166666667	2	< 0.1%
1	326	1.6%
0.99	1	< 0.1%

FiO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	123
Distinct (%)	2.1%
Missing	14178
Missing (%)	70.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.4753126074

Minimum	0.04
Maximum	2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.04
5-th percentile	0.21
Q1	0.36
median	0.4
Q3	0.5
95-th percentile	1
Maximum	2
Range	1.96
Interquartile range (IQR)	0.14

Descriptive statistics

Standard deviation	0.2105588808
Coefficient of variation (CV)	0.4429903131
Kurtosis	2.727652453
Mean	0.4753126074
Median Absolute Deviation (MAD)	0.1
Skewness	1.362236754
Sum	2767.27
Variance	0.04433504227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	1596	8.0%
0.5	824	4.1%
0.21	608	3.0%
1	402	2.0%
0.7	284	1.4%
0.45	261	1.3%
0.6	240	1.2%
0.28	223	1.1%
0.3	220	1.1%
0.35	141	0.7%
Other values (113)	1023	5.1%
(Missing)	14178	70.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.04	2	< 0.1%
0.05	5	< 0.1%
0.06	5	< 0.1%
0.115	1	< 0.1%
0.21	608	3.0%
0.21	1	< 0.1%
0.24	14	0.1%
0.245	17	0.1%
0.25	11	0.1%
0.26	6	< 0.1%

Value	Count	Frequency (%)
2	4	< 0.1%
1.6	1	< 0.1%
1.5	2	< 0.1%
1.2	1	< 0.1%
1	402	2.0%
0.98	1	< 0.1%
0.96	1	< 0.1%
0.95	7	< 0.1%
0.93	2	< 0.1%
0.92	2	< 0.1%

pH-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	761
Distinct (%)	13.2%
Missing	14246
Missing (%)	71.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.378449701

Minimum	6.78
Maximum	7.615
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	6.78
5-th percentile	7.27
Q1	7.34
median	7.38
Q3	7.42
95-th percentile	7.485
Maximum	7.615
Range	0.835
Interquartile range (IQR)	0.08

Descriptive statistics

Standard deviation	0.06838952578
Coefficient of variation (CV)	0.009268820491
Kurtosis	3.555423499
Mean	7.378449701
Median Absolute Deviation (MAD)	0.04
Skewness	-0.6345560451
Sum	42455.59958
Variance	0.004677127236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.38	261	1.3%
7.4	205	1.0%
7.37	199	1.0%
7.41	196	1.0%
7.42	194	1.0%
7.36	191	1.0%
7.34	184	0.9%
7.35	180	0.9%
7.39	163	0.8%
7.32	156	0.8%
Other values (751)	3825	19.1%
(Missing)	14246	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.78	1	< 0.1%
6.81	1	< 0.1%
6.986666667	1	< 0.1%
7.003333333	1	< 0.1%
7.026666667	1	< 0.1%
7.034375	1	< 0.1%
7.046666667	1	< 0.1%
7.05875	1	< 0.1%
7.06	1	< 0.1%
7.06875	1	< 0.1%

Value	Count	Frequency (%)
7.615	1	< 0.1%
7.61	1	< 0.1%
7.6	4	< 0.1%
7.59	3	< 0.1%
7.585	2	< 0.1%
7.583333333	1	< 0.1%
7.58	3	< 0.1%
7.575	1	< 0.1%
7.574	1	< 0.1%
7.57	3	< 0.1%

pH-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	135
Distinct (%)	2.3%
Missing	14246
Missing (%)	71.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.379348279

Minimum	6.78
Maximum	7.615
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	6.78
5-th percentile	7.27
Q1	7.34
median	7.38
Q3	7.42
95-th percentile	7.49
Maximum	7.615
Range	0.835
Interquartile range (IQR)	0.08

Descriptive statistics

Standard deviation	0.06923347547
Coefficient of variation (CV)	0.009382058259
Kurtosis	3.550569169
Mean	7.379348279
Median Absolute Deviation (MAD)	0.04
Skewness	-0.6617156254
Sum	42460.77
Variance	0.004793274126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.38	342	1.7%
7.4	321	1.6%
7.36	289	1.4%
7.37	273	1.4%
7.42	268	1.3%
7.35	261	1.3%
7.41	254	1.3%
7.39	253	1.3%
7.34	250	1.2%
7.32	217	1.1%
Other values (125)	3026	15.1%
(Missing)	14246	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.78	1	< 0.1%
6.81	1	< 0.1%
6.94	1	< 0.1%
6.98	1	< 0.1%
7.01	1	< 0.1%
7.02	1	< 0.1%
7.025	1	< 0.1%
7.055	1	< 0.1%
7.06	1	< 0.1%
7.065	1	< 0.1%

Value	Count	Frequency (%)
7.615	1	< 0.1%
7.61	1	< 0.1%
7.6	4	< 0.1%
7.595	1	< 0.1%
7.59	3	< 0.1%
7.585	1	< 0.1%
7.58	4	< 0.1%
7.575	1	< 0.1%
7.57	6	< 0.1%
7.56	9	< 0.1%

PaCO2-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1324
Distinct (%)	22.9%
Missing	14221
Missing (%)	71.1%
Infinite	0
Infinite (%)	0.0%
Mean	40.36314483

Minimum	12
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	12
5-th percentile	28.5
Q1	35
median	39
Q3	43.56666667
95-th percentile	57
Maximum	100
Range	88
Interquartile range (IQR)	8.566666667

Descriptive statistics

Standard deviation	9.502627724
Coefficient of variation (CV)	0.2354283286
Kurtosis	6.261454088
Mean	40.36314483
Median Absolute Deviation (MAD)	4
Skewness	1.836396002
Sum	233258.6139
Variance	90.29993367
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	173	0.9%
36	155	0.8%
35	150	0.8%
37	150	0.8%
40	150	0.8%
34	146	0.7%
41	137	0.7%
42	135	0.7%
39	124	0.6%
44	119	0.6%
Other values (1314)	4340	21.7%
(Missing)	14221	71.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	< 0.1%
15	3	< 0.1%
15.3	1	< 0.1%
15.5	1	< 0.1%
16	2	< 0.1%
16.7	1	< 0.1%
17	3	< 0.1%
18	4	< 0.1%
18.8	1	< 0.1%
19	4	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
95.75	1	< 0.1%
95	1	< 0.1%
94.66666667	1	< 0.1%
93.4	1	< 0.1%
92.5	2	< 0.1%
92	1	< 0.1%
89.66666667	1	< 0.1%
89.2	1	< 0.1%
88.1	1	< 0.1%

PaCO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	580
Distinct (%)	10.0%
Missing	14221
Missing (%)	71.1%
Infinite	0
Infinite (%)	0.0%
Mean	40.24149074

Minimum	12
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	12
5-th percentile	28.3
Q1	35
median	39
Q3	43.5
95-th percentile	57
Maximum	100
Range	88
Interquartile range (IQR)	8.5

Descriptive statistics

Standard deviation	9.553163238
Coefficient of variation (CV)	0.2373958584
Kurtosis	6.580025868
Mean	40.24149074
Median Absolute Deviation (MAD)	4
Skewness	1.881281469
Sum	232555.575
Variance	91.26292786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	252	1.3%
36	224	1.1%
40	221	1.1%
37	209	1.0%
35	203	1.0%
34	201	1.0%
39	189	0.9%
42	189	0.9%
41	176	0.9%
44	147	0.7%
Other values (570)	3768	18.8%
(Missing)	14221	71.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	< 0.1%
15	3	< 0.1%
15.3	1	< 0.1%
15.5	1	< 0.1%
16	3	< 0.1%
16.7	1	< 0.1%
17	4	< 0.1%
18	4	< 0.1%
18.8	1	< 0.1%
19	5	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
98	2	< 0.1%
95	1	< 0.1%
94	1	< 0.1%
93.4	1	< 0.1%
92.5	2	< 0.1%
92	1	< 0.1%
90	2	< 0.1%
89.15	1	< 0.1%
89	1	< 0.1%

SaO2-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1153
Distinct (%)	22.5%
Missing	14875
Missing (%)	74.4%
Infinite	0
Infinite (%)	0.0%
Mean	96.68643136

Minimum	50.3
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	50.3
5-th percentile	91.9
Q1	95.8
median	97.4
Q3	98.6
95-th percentile	99.5
Maximum	100
Range	49.7
Interquartile range (IQR)	2.8

Descriptive statistics

Standard deviation	3.121416242
Coefficient of variation (CV)	0.03228391201
Kurtosis	38.47620369
Mean	96.68643136
Median Absolute Deviation (MAD)	1.3
Skewness	-4.428625065
Sum	495517.9607
Variance	9.743239358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	88	0.4%
98.8	86	0.4%
99.2	80	0.4%
98.6	80	0.4%
98.2	73	0.4%
99.1	72	0.4%
98.7	72	0.4%
99.4	70	0.4%
97.8	69	0.3%
98.4	68	0.3%
Other values (1143)	4367	21.8%
(Missing)	14875	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.3	1	< 0.1%
52.5	1	< 0.1%
58.8	1	< 0.1%
65.1	1	< 0.1%
65.6	1	< 0.1%
66.1	1	< 0.1%
68	1	< 0.1%
68.2	1	< 0.1%
68.25	1	< 0.1%
69.46666667	1	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
99.9	30	0.1%
99.85	1	< 0.1%
99.83846154	1	< 0.1%
99.83333333	3	< 0.1%
99.8	2	< 0.1%
99.8	34	0.2%
99.775	1	< 0.1%
99.75	3	< 0.1%
99.73888889	1	< 0.1%

SaO2-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	377
Distinct (%)	7.4%
Missing	14875
Missing (%)	74.4%
Infinite	0
Infinite (%)	0.0%
Mean	96.81781463

Minimum	50.3
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	50.3
5-th percentile	92.1
Q1	95.95
median	97.55
Q3	98.7
95-th percentile	99.5
Maximum	100
Range	49.7
Interquartile range (IQR)	2.75

Descriptive statistics

Standard deviation	3.080118287
Coefficient of variation (CV)	0.03181354897
Kurtosis	40.31261174
Mean	96.81781463
Median Absolute Deviation (MAD)	1.25
Skewness	-4.542755846
Sum	496191.3
Variance	9.487128664
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98.8	118	0.6%
99.2	109	0.5%
99	106	0.5%
98.6	105	0.5%
99.1	105	0.5%
98.9	104	0.5%
98.4	102	0.5%
98.5	101	0.5%
98.3	100	0.5%
98.7	97	0.5%
Other values (367)	4078	20.4%
(Missing)	14875	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.3	1	< 0.1%
52.5	1	< 0.1%
58.8	1	< 0.1%
65.1	1	< 0.1%
65.6	1	< 0.1%
66.1	1	< 0.1%
68	1	< 0.1%
68.2	1	< 0.1%
68.85	1	< 0.1%
71.2	1	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
99.9	31	0.2%
99.85	2	< 0.1%
99.8	2	< 0.1%
99.8	43	0.2%
99.75	4	< 0.1%
99.7	55	0.3%
99.7	3	< 0.1%
99.65	12	0.1%
99.625	2	< 0.1%

AST-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1140
Distinct (%)	13.5%
Missing	11536
Missing (%)	57.7%
Infinite	0
Infinite (%)	0.0%
Mean	102.5666227

Minimum	5
Maximum	9264
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	5
5-th percentile	13
Q1	19
median	28
Q3	53
95-th percentile	288.925
Maximum	9264
Range	9259
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	408.9595643
Coefficient of variation (CV)	3.987257781
Kurtosis	147.3602341
Mean	102.5666227
Median Absolute Deviation (MAD)	11.5
Skewness	10.87603604
Sum	868123.8943
Variance	167247.9253
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	263	1.3%
19	262	1.3%
17	254	1.3%
21	245	1.2%
20	241	1.2%
16	228	1.1%
22	219	1.1%
24	214	1.1%
15	213	1.1%
23	197	1.0%
Other values (1130)	6128	30.6%
(Missing)	11536	57.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
5.5	1	< 0.1%
6	5	< 0.1%
6.5	2	< 0.1%
7	7	< 0.1%
8	15	0.1%
8.25	1	< 0.1%
8.5	6	< 0.1%
9	33	0.2%
9.5	11	0.1%

Value	Count	Frequency (%)
9264	1	< 0.1%
7906	1	< 0.1%
6836	1	< 0.1%
6642.2	1	< 0.1%
6602.5	1	< 0.1%
6560	1	< 0.1%
6236	1	< 0.1%
6069.6	1	< 0.1%
5866.5	1	< 0.1%
5805.666667	1	< 0.1%

AST-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	801
Distinct (%)	9.5%
Missing	11536
Missing (%)	57.7%
Infinite	0
Infinite (%)	0.0%
Mean	99.08066517

Minimum	5
Maximum	9264
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	5
5-th percentile	13
Q1	19
median	28
Q3	52.5
95-th percentile	283
Maximum	9264
Range	9259
Interquartile range (IQR)	33.5

Descriptive statistics

Standard deviation	403.3067974
Coefficient of variation (CV)	4.070489401
Kurtosis	173.4224384
Mean	99.08066517
Median Absolute Deviation (MAD)	11.5
Skewness	11.78378329
Sum	838618.75
Variance	162656.3728
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	273	1.4%
18	267	1.3%
17	262	1.3%
21	259	1.3%
20	255	1.3%
16	239	1.2%
22	228	1.1%
15	226	1.1%
24	222	1.1%
14	210	1.1%
Other values (791)	6023	30.1%
(Missing)	11536	57.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
5.5	1	< 0.1%
6	5	< 0.1%
6.5	2	< 0.1%
7	7	< 0.1%
8	14	0.1%
8.25	1	< 0.1%
8.5	6	< 0.1%
9	35	0.2%
9.5	12	0.1%

Value	Count	Frequency (%)
9264	1	< 0.1%
7938	1	< 0.1%
7906	1	< 0.1%
7416.5	1	< 0.1%
7394	1	< 0.1%
6846	1	< 0.1%
6602.5	1	< 0.1%
6560	1	< 0.1%
6058	1	< 0.1%
5866.5	1	< 0.1%

BUN-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1122
Distinct (%)	6.1%
Missing	1591
Missing (%)	8.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.43511645

Minimum	1
Maximum	192.8333333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	11
median	16
Q3	25
95-th percentile	57
Maximum	192.8333333
Range	191.8333333
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	17.55304021
Coefficient of variation (CV)	0.8188917588
Kurtosis	10.36440433
Mean	21.43511645
Median Absolute Deviation (MAD)	6
Skewness	2.69803319
Sum	394599.0587
Variance	308.1092206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	653	3.3%
12	651	3.3%
10	601	3.0%
14	588	2.9%
11	576	2.9%
15	519	2.6%
16	495	2.5%
9	491	2.5%
17	471	2.4%
8	429	2.1%
Other values (1112)	12935	64.7%
(Missing)	1591	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	< 0.1%
1.25	1	< 0.1%
1.5	5	< 0.1%
1.538461538	1	< 0.1%
1.583333333	2	< 0.1%
1.666666667	6	< 0.1%
1.75	1	< 0.1%
2	16	0.1%
2.125	1	< 0.1%
2.333333333	1	< 0.1%

Value	Count	Frequency (%)
192.8333333	1	< 0.1%
181.6	1	< 0.1%
179.5	1	< 0.1%
178	1	< 0.1%
172	1	< 0.1%
170	1	< 0.1%
161	1	< 0.1%
152	1	< 0.1%
151.3333333	1	< 0.1%
147	1	< 0.1%

BUN-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	305
Distinct (%)	1.7%
Missing	1591
Missing (%)	8.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.38318214

Minimum	1
Maximum	202.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	11
median	16
Q3	25
95-th percentile	56.8
Maximum	202.5
Range	201.5
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	17.61743484
Coefficient of variation (CV)	0.8238921002
Kurtosis	10.74599209
Mean	21.38318214
Median Absolute Deviation (MAD)	6
Skewness	2.731324231
Sum	393643
Variance	310.3740104
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	798	4.0%
13	790	4.0%
14	746	3.7%
10	732	3.7%
11	731	3.7%
15	636	3.2%
9	628	3.1%
16	615	3.1%
17	593	3.0%
18	525	2.6%
Other values (295)	11615	58.1%
(Missing)	1591	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12	0.1%
1.25	2	< 0.1%
1.5	7	< 0.1%
2	22	0.1%
2.5	8	< 0.1%
3	79	0.4%
3.5	28	0.1%
3.75	1	< 0.1%
4	159	0.8%
4.25	1	< 0.1%

Value	Count	Frequency (%)
202.5	1	< 0.1%
200	1	< 0.1%
182	1	< 0.1%
179.5	1	< 0.1%
170	2	< 0.1%
161	1	< 0.1%
152	1	< 0.1%
151	1	< 0.1%
147	1	< 0.1%
145	1	< 0.1%

Alkalinephos-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1036
Distinct (%)	12.2%
Missing	11530
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	88.37053948

Minimum	11
Maximum	1650
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	11
5-th percentile	34.05
Q1	52
median	69
Q3	97
95-th percentile	198
Maximum	1650
Range	1639
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	80.74393553
Coefficient of variation (CV)	0.9136974382
Kurtosis	74.15927109
Mean	88.37053948
Median Absolute Deviation (MAD)	20
Skewness	6.637635128
Sum	748498.4694
Variance	6519.583125
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	118	0.6%
53	117	0.6%
69	114	0.6%
55	113	0.6%
58	110	0.5%
56	108	0.5%
50	108	0.5%
71	107	0.5%
54	107	0.5%
59	106	0.5%
Other values (1026)	7362	36.8%
(Missing)	11530	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	2	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	2	< 0.1%
18	4	< 0.1%
18.33333333	1	< 0.1%
19	4	< 0.1%
19.33333333	1	< 0.1%
20	2	< 0.1%

Value	Count	Frequency (%)
1650	2	< 0.1%
1303.5	1	< 0.1%
1214	1	< 0.1%
1129	1	< 0.1%
1072	1	< 0.1%
1051.5	1	< 0.1%
1003.25	1	< 0.1%
972	1	< 0.1%
959.5	1	< 0.1%
958	1	< 0.1%

Alkalinephos-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	624
Distinct (%)	7.4%
Missing	11530
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	88.18476978

Minimum	11
Maximum	1650
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	11
5-th percentile	34
Q1	52
median	69
Q3	96
95-th percentile	198
Maximum	1650
Range	1639
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	80.47511024
Coefficient of variation (CV)	0.9125737976
Kurtosis	74.56907729
Mean	88.18476978
Median Absolute Deviation (MAD)	20
Skewness	6.638995858
Sum	746925
Variance	6476.243368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	126	0.6%
69	124	0.6%
58	124	0.6%
52	121	0.6%
55	119	0.6%
56	117	0.6%
61	115	0.6%
54	115	0.6%
51	113	0.6%
68	113	0.6%
Other values (614)	7283	36.4%
(Missing)	11530	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	2	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	2	< 0.1%
18	5	< 0.1%
19	5	< 0.1%
20	3	< 0.1%
21	10	0.1%
21.5	1	< 0.1%

Value	Count	Frequency (%)
1650	2	< 0.1%
1303.5	1	< 0.1%
1214	1	< 0.1%
1129	1	< 0.1%
1072	1	< 0.1%
1051.5	1	< 0.1%
972	2	< 0.1%
959.5	1	< 0.1%
958	1	< 0.1%
933	1	< 0.1%

Calcium-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3769
Distinct (%)	20.4%
Missing	1550
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%
Mean	7.743981929

Minimum	1.063333333
Maximum	27.45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.063333333
5-th percentile	4.035714286
Q1	7.3
median	8.266666667
Q3	8.766666667
95-th percentile	9.4
Maximum	27.45
Range	26.38666667
Interquartile range (IQR)	1.466666667

Descriptive statistics

Standard deviation	1.77068401
Coefficient of variation (CV)	0.2286529109
Kurtosis	4.496435604
Mean	7.743981929
Median Absolute Deviation (MAD)	0.6166666667
Skewness	-0.5413985796
Sum	142876.4666
Variance	3.135321863
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.5	647	3.2%
8.3	549	2.7%
8.6	542	2.7%
8.4	513	2.6%
8.8	501	2.5%
8.7	497	2.5%
8.2	479	2.4%
8.9	445	2.2%
8.1	441	2.2%
9	433	2.2%
Other values (3759)	13403	67.0%
(Missing)	1550	7.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.063333333	1	< 0.1%
1.07	1	< 0.1%
1.08	3	< 0.1%
1.085	1	< 0.1%
1.09	1	< 0.1%
1.1	2	< 0.1%
1.11	1	< 0.1%
1.12	1	< 0.1%
1.125	1	< 0.1%
1.13	3	< 0.1%

Value	Count	Frequency (%)
27.45	1	< 0.1%
25.2	1	< 0.1%
23.7	1	< 0.1%
19.1	1	< 0.1%
18.8	2	< 0.1%
18.6	3	< 0.1%
18.3	1	< 0.1%
18.2	3	< 0.1%
18.1	1	< 0.1%
18	2	< 0.1%

Calcium-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1009
Distinct (%)	5.5%
Missing	1550
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%
Mean	7.791532249

Minimum	1.01
Maximum	27.45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.01
5-th percentile	1.33
Q1	7.8
median	8.3
Q3	8.8
95-th percentile	9.4
Maximum	27.45
Range	26.44
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.053533862
Coefficient of variation (CV)	0.2635596948
Kurtosis	5.568138851
Mean	7.791532249
Median Absolute Deviation (MAD)	0.5
Skewness	-1.587741001
Sum	143753.77
Variance	4.217001322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.3	845	4.2%
8.5	837	4.2%
8.2	762	3.8%
8.6	754	3.8%
8.8	741	3.7%
8.7	740	3.7%
8.4	726	3.6%
8.1	669	3.3%
8	606	3.0%
8.9	575	2.9%
Other values (999)	11195	56.0%
(Missing)	1550	7.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.01	1	< 0.1%
1.04	3	< 0.1%
1.05	1	< 0.1%
1.055	1	< 0.1%
1.06	1	< 0.1%
1.07	6	< 0.1%
1.075	2	< 0.1%
1.08	6	< 0.1%
1.085	2	< 0.1%
1.09	13	0.1%

Value	Count	Frequency (%)
27.45	1	< 0.1%
25.2	1	< 0.1%
23.7	1	< 0.1%
19.1	1	< 0.1%
18.8	2	< 0.1%
18.6	3	< 0.1%
18.3	1	< 0.1%
18.2	3	< 0.1%
18.1	1	< 0.1%
18	2	< 0.1%

Chloride-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	321
Distinct (%)	19.9%
Missing	18383
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	105.9066444

Minimum	74
Maximum	124
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	74
5-th percentile	97
Q1	103.5
median	106.2857143
Q3	109
95-th percentile	113
Maximum	124
Range	50
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	5.04682118
Coefficient of variation (CV)	0.04765348961
Kurtosis	3.06717699
Mean	105.9066444
Median Absolute Deviation (MAD)	2.714285714
Skewness	-0.8022249078
Sum	171251.0441
Variance	25.47040402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107	100	0.5%
108	98	0.5%
106	96	0.5%
105	94	0.5%
109	80	0.4%
103	78	0.4%
104	73	0.4%
110	59	0.3%
102	51	0.3%
111	34	0.2%
Other values (311)	854	4.3%
(Missing)	18383	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74	1	< 0.1%
82	1	< 0.1%
82.5	1	< 0.1%
83.33333333	1	< 0.1%
85	1	< 0.1%
86	2	< 0.1%
88	4	< 0.1%
88.77777778	1	< 0.1%
89	3	< 0.1%
89.5	1	< 0.1%

Value	Count	Frequency (%)
124	3	< 0.1%
123	2	< 0.1%
122	1	< 0.1%
121.6666667	1	< 0.1%
119	2	< 0.1%
118.6666667	1	< 0.1%
118.5	2	< 0.1%
118	5	< 0.1%
117.5	1	< 0.1%
117.2	1	< 0.1%

Chloride-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	86
Distinct (%)	5.3%
Missing	18383
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	105.9225417

Minimum	74
Maximum	124
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	74
5-th percentile	97
Q1	103.5
median	106
Q3	109
95-th percentile	113
Maximum	124
Range	50
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	5.065038683
Coefficient of variation (CV)	0.04781832649
Kurtosis	3.110997013
Mean	105.9225417
Median Absolute Deviation (MAD)	3
Skewness	-0.8143374426
Sum	171276.75
Variance	25.65461686
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107	144	0.7%
108	128	0.6%
106	126	0.6%
105	125	0.6%
109	104	0.5%
104	90	0.4%
103	88	0.4%
110	82	0.4%
102	61	0.3%
111	56	0.3%
Other values (76)	613	3.1%
(Missing)	18383	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74	1	< 0.1%
81	1	< 0.1%
82	1	< 0.1%
82.5	1	< 0.1%
86	3	< 0.1%
87	1	< 0.1%
88	4	< 0.1%
89	3	< 0.1%
89.5	1	< 0.1%
90	2	< 0.1%

Value	Count	Frequency (%)
124	3	< 0.1%
123	2	< 0.1%
122	2	< 0.1%
119	2	< 0.1%
118.5	1	< 0.1%
118	5	< 0.1%
117.5	2	< 0.1%
117	6	< 0.1%
116.5	2	< 0.1%
116	2	< 0.1%

Creatinine-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3604
Distinct (%)	19.6%
Missing	1588
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.576464298

Minimum	0.2
Maximum	25.33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.53
Q1	0.735
median	0.94
Q3	1.355
95-th percentile	5.71
Maximum	25.33
Range	25.13
Interquartile range (IQR)	0.62

Descriptive statistics

Standard deviation	2.083636156
Coefficient of variation (CV)	1.321714775
Kurtosis	24.80467251
Mean	1.576464298
Median Absolute Deviation (MAD)	0.2566666667
Skewness	4.413790644
Sum	29025.86066
Variance	4.341539629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.81	168	0.8%
0.8	156	0.8%
0.77	154	0.8%
0.79	154	0.8%
0.73	153	0.8%
0.71	150	0.8%
0.75	145	0.7%
0.7	143	0.7%
0.89	138	0.7%
0.78	136	0.7%
Other values (3594)	16915	84.6%
(Missing)	1588	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.22	2	< 0.1%
0.235	1	< 0.1%
0.24	1	< 0.1%
0.27	1	< 0.1%
0.28	1	< 0.1%
0.285	1	< 0.1%
0.3	32	0.2%
0.305	1	< 0.1%
0.31	4	< 0.1%

Value	Count	Frequency (%)
25.33	1	< 0.1%
25	1	< 0.1%
24.57	1	< 0.1%
23.83	1	< 0.1%
23.825	1	< 0.1%
23.495	1	< 0.1%
23.485	1	< 0.1%
23.435	1	< 0.1%
21.31	1	< 0.1%
21.18	1	< 0.1%

Creatinine-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1807
Distinct (%)	9.8%
Missing	1588
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.573319846

Minimum	0.2
Maximum	25.33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.525
Q1	0.735
median	0.94
Q3	1.35
95-th percentile	5.68
Maximum	25.33
Range	25.13
Interquartile range (IQR)	0.615

Descriptive statistics

Standard deviation	2.082281524
Coefficient of variation (CV)	1.323495366
Kurtosis	24.73944754
Mean	1.573319846
Median Absolute Deviation (MAD)	0.255
Skewness	4.412836616
Sum	28967.965
Variance	4.335896347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8	208	1.0%
0.77	204	1.0%
0.81	197	1.0%
0.79	190	0.9%
0.73	187	0.9%
0.71	186	0.9%
0.7	184	0.9%
0.78	180	0.9%
0.75	178	0.9%
0.76	172	0.9%
Other values (1797)	16526	82.6%
(Missing)	1588	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.205	1	< 0.1%
0.22	1	< 0.1%
0.235	1	< 0.1%
0.24	1	< 0.1%
0.27	1	< 0.1%
0.28	1	< 0.1%
0.285	1	< 0.1%
0.3	33	0.2%
0.305	2	< 0.1%

Value	Count	Frequency (%)
25.33	1	< 0.1%
25	2	< 0.1%
23.83	1	< 0.1%
23.825	1	< 0.1%
23.495	1	< 0.1%
23.485	1	< 0.1%
23.37	1	< 0.1%
21.31	1	< 0.1%
21.18	1	< 0.1%
20.29	1	< 0.1%

Bilirubin_direct-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	218
Distinct (%)	14.8%
Missing	18529
Missing (%)	92.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.7189215335

Minimum	0.01
Maximum	24.035
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.43
95-th percentile	2.5
Maximum	24.035
Range	24.025
Interquartile range (IQR)	0.33

Descriptive statistics

Standard deviation	2.022711854
Coefficient of variation (CV)	2.813536332
Kurtosis	59.1130836
Mean	0.7189215335
Median Absolute Deviation (MAD)	0.1
Skewness	7.079414699
Sum	1057.533576
Variance	4.091363246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	425	2.1%
0.2	262	1.3%
0.3	118	0.6%
0.4	80	0.4%
0.5	35	0.2%
0.6	27	0.1%
1	19	0.1%
0.7	17	0.1%
0.25	15	0.1%
0.8	13	0.1%
Other values (208)	460	2.3%
(Missing)	18529	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	5	< 0.1%
0.02	4	< 0.1%
0.03	5	< 0.1%
0.04	4	< 0.1%
0.05	1	< 0.1%
0.05	4	< 0.1%
0.06	6	< 0.1%
0.06	1	< 0.1%
0.07	7	< 0.1%
0.08	4	< 0.1%

Value	Count	Frequency (%)
24.035	1	< 0.1%
21.335	1	< 0.1%
20.57	1	< 0.1%
20	2	< 0.1%
19.815	1	< 0.1%
18.395	1	< 0.1%
17.95	1	< 0.1%
16.6	1	< 0.1%
15.6	1	< 0.1%
15.2	1	< 0.1%

Bilirubin_direct-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	193
Distinct (%)	13.1%
Missing	18529
Missing (%)	92.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.7139055065

Minimum	0.01
Maximum	23.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.405
95-th percentile	2.48
Maximum	23.3
Range	23.29
Interquartile range (IQR)	0.305

Descriptive statistics

Standard deviation	2.00545946
Coefficient of variation (CV)	2.809138523
Kurtosis	59.33609311
Mean	0.7139055065
Median Absolute Deviation (MAD)	0.1
Skewness	7.099006483
Sum	1050.155
Variance	4.021867645
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	432	2.2%
0.2	265	1.3%
0.3	119	0.6%
0.4	84	0.4%
0.5	36	0.2%
0.6	28	0.1%
1	21	0.1%
0.7	20	0.1%
0.25	17	0.1%
0.8	13	0.1%
Other values (183)	436	2.2%
(Missing)	18529	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	5	< 0.1%
0.02	4	< 0.1%
0.03	5	< 0.1%
0.04	4	< 0.1%
0.05	1	< 0.1%
0.05	4	< 0.1%
0.06	6	< 0.1%
0.06	1	< 0.1%
0.07	7	< 0.1%
0.08	4	< 0.1%

Value	Count	Frequency (%)
23.3	1	< 0.1%
21.335	1	< 0.1%
20.57	1	< 0.1%
20	2	< 0.1%
19.815	1	< 0.1%
18.395	1	< 0.1%
17.95	1	< 0.1%
16.6	1	< 0.1%
15.6	1	< 0.1%
15	1	< 0.1%

Glucose-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	7610
Distinct (%)	40.4%
Missing	1173
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	130.9364556

Minimum	44
Maximum	444.6666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	44
5-th percentile	88.5
Q1	106.6
median	124.2
Q3	144.125
95-th percentile	201.4143939
Maximum	444.6666667
Range	400.6666667
Interquartile range (IQR)	37.525

Descriptive statistics

Standard deviation	36.20263241
Coefficient of variation (CV)	0.2764900902
Kurtosis	5.310666208
Mean	130.9364556
Median Absolute Deviation (MAD)	18.55
Skewness	1.733113816
Sum	2465140.649
Variance	1310.630593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	109	0.5%
95	101	0.5%
101	94	0.5%
102	92	0.5%
106	86	0.4%
96	85	0.4%
104	84	0.4%
118	83	0.4%
92	83	0.4%
94	82	0.4%
Other values (7600)	17928	89.6%
(Missing)	1173	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44	1	< 0.1%
51	1	< 0.1%
59.16666667	1	< 0.1%
61	1	< 0.1%
61.5	1	< 0.1%
62	2	< 0.1%
64	1	< 0.1%
65.60714286	1	< 0.1%
66	3	< 0.1%
67	1	< 0.1%

Value	Count	Frequency (%)
444.6666667	1	< 0.1%
439.875	1	< 0.1%
425.1666667	1	< 0.1%
415.35	1	< 0.1%
412.40625	1	< 0.1%
401.5	1	< 0.1%
392	1	< 0.1%
389	1	< 0.1%
376.5	1	< 0.1%
365.3333333	1	< 0.1%

Glucose-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	714
Distinct (%)	3.8%
Missing	1173
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	128.1403591

Minimum	44
Maximum	446
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	44
5-th percentile	87
Q1	104.5
median	122
Q3	140.5
95-th percentile	196.5
Maximum	446
Range	402
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	35.65520072
Coefficient of variation (CV)	0.2782511379
Kurtosis	6.506633846
Mean	128.1403591
Median Absolute Deviation (MAD)	18
Skewness	1.887041391
Sum	2412498.54
Variance	1271.293339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126	223	1.1%
115	213	1.1%
118	212	1.1%
122	212	1.1%
108	210	1.1%
127	206	1.0%
121	206	1.0%
116	206	1.0%
123	205	1.0%
114	202	1.0%
Other values (704)	16732	83.7%
(Missing)	1173	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
44	1	< 0.1%
50	1	< 0.1%
51	1	< 0.1%
59	2	< 0.1%
61	1	< 0.1%
61.5	1	< 0.1%
62	2	< 0.1%
63	1	< 0.1%
64	2	< 0.1%
65.25	1	< 0.1%

Value	Count	Frequency (%)
446	1	< 0.1%
445	2	< 0.1%
429	1	< 0.1%
424.5	1	< 0.1%
401.5	1	< 0.1%
389	1	< 0.1%
384.5	1	< 0.1%
384	1	< 0.1%
381	1	< 0.1%
376.5	1	< 0.1%

Lactate-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2042
Distinct (%)	42.9%
Missing	15240
Missing (%)	76.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.274262809

Minimum	0.5
Maximum	21.04363636
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	0.85
Q1	1.26
median	1.73
Q3	2.621458333
95-th percentile	5.416607143
Maximum	21.04363636
Range	20.54363636
Interquartile range (IQR)	1.361458333

Descriptive statistics

Standard deviation	1.818896201
Coefficient of variation (CV)	0.7997739724
Kurtosis	21.5552717
Mean	2.274262809
Median Absolute Deviation (MAD)	0.5766666667
Skewness	3.769069307
Sum	10825.49097
Variance	3.30838339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2	34	0.2%
1.1	30	0.1%
1.3	30	0.1%
1.23	28	0.1%
1.4	27	0.1%
1	27	0.1%
0.9	24	0.1%
1.42	23	0.1%
1.35	23	0.1%
1.31	22	0.1%
Other values (2032)	4492	22.5%
(Missing)	15240	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	4	< 0.1%
0.54	1	< 0.1%
0.55	1	< 0.1%
0.56	2	< 0.1%
0.57	4	< 0.1%
0.59	1	< 0.1%
0.6	6	< 0.1%
0.61	1	< 0.1%
0.615	1	< 0.1%
0.62	1	< 0.1%

Value	Count	Frequency (%)
21.04363636	1	< 0.1%
19.425	1	< 0.1%
19.12	1	< 0.1%
17.75	1	< 0.1%
17.42	1	< 0.1%
16.90266667	1	< 0.1%
16.73166667	1	< 0.1%
16.29333333	1	< 0.1%
15.94	1	< 0.1%
15.935	1	< 0.1%

Lactate-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1082
Distinct (%)	22.7%
Missing	15240
Missing (%)	76.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.232431723

Minimum	0.5
Maximum	22.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	0.84
Q1	1.24
median	1.7
Q3	2.5
95-th percentile	5.33075
Maximum	22.25
Range	21.75
Interquartile range (IQR)	1.26

Descriptive statistics

Standard deviation	1.83628181
Coefficient of variation (CV)	0.8225478033
Kurtosis	22.78210679
Mean	2.232431723
Median Absolute Deviation (MAD)	0.55
Skewness	3.919380805
Sum	10626.375
Variance	3.371930884
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.1	45	0.2%
1.2	41	0.2%
1.4	38	0.2%
1.3	36	0.2%
1	34	0.2%
0.9	30	0.1%
1.5	30	0.1%
1.08	29	0.1%
1.42	29	0.1%
1.35	29	0.1%
Other values (1072)	4419	22.1%
(Missing)	15240	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	4	< 0.1%
0.54	1	< 0.1%
0.55	1	< 0.1%
0.56	2	< 0.1%
0.57	4	< 0.1%
0.59	1	< 0.1%
0.6	8	< 0.1%
0.61	2	< 0.1%
0.615	1	< 0.1%
0.62	1	< 0.1%

Value	Count	Frequency (%)
22.25	1	< 0.1%
19.345	1	< 0.1%
19.12	1	< 0.1%
17.75	1	< 0.1%
17.42	1	< 0.1%
16.97	1	< 0.1%
16.96	1	< 0.1%
16.895	1	< 0.1%
16	1	< 0.1%
15.94	1	< 0.1%

Magnesium-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	516
Distinct (%)	3.1%
Missing	3543
Missing (%)	17.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.024972919

Minimum	0.5
Maximum	8.042857143
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	1.6
Q1	1.85
median	2
Q3	2.166666667
95-th percentile	2.5
Maximum	8.042857143
Range	7.542857143
Interquartile range (IQR)	0.3166666667

Descriptive statistics

Standard deviation	0.3178351334
Coefficient of variation (CV)	0.1569577205
Kurtosis	25.3527359
Mean	2.024972919
Median Absolute Deviation (MAD)	0.15
Skewness	2.493858888
Sum	33324.97932
Variance	0.101019172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	1719	8.6%
1.9	1412	7.1%
2.1	1361	6.8%
1.8	1126	5.6%
2.2	848	4.2%
1.7	721	3.6%
2.3	569	2.8%
2.05	532	2.7%
1.85	425	2.1%
1.95	418	2.1%
Other values (506)	7326	36.6%
(Missing)	3543	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	1	< 0.1%
0.65	1	< 0.1%
0.9	2	< 0.1%
1	5	< 0.1%
1.05	1	< 0.1%
1.1	15	0.1%
1.15	2	< 0.1%
1.2	28	0.1%
1.2	1	< 0.1%
1.233333333	1	< 0.1%

Value	Count	Frequency (%)
8.042857143	1	< 0.1%
7.266666667	1	< 0.1%
6.35	1	< 0.1%
6.2	1	< 0.1%
6.033333333	1	< 0.1%
5.34	1	< 0.1%
5.3	1	< 0.1%
5.066666667	1	< 0.1%
5	1	< 0.1%
4.916666667	1	< 0.1%

Magnesium-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	117
Distinct (%)	0.7%
Missing	3543
Missing (%)	17.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.024313362

Minimum	0.5
Maximum	8.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	1.6
Q1	1.85
median	2
Q3	2.2
95-th percentile	2.5
Maximum	8.4
Range	7.9
Interquartile range (IQR)	0.35

Descriptive statistics

Standard deviation	0.3229414811
Coefficient of variation (CV)	0.1595313686
Kurtosis	25.67020394
Mean	2.024313362
Median Absolute Deviation (MAD)	0.15
Skewness	2.517298682
Sum	33314.125
Variance	0.1042912002
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	2241	11.2%
1.9	1917	9.6%
2.1	1816	9.1%
1.8	1350	6.8%
2.2	1276	6.4%
1.7	859	4.3%
2.3	836	4.2%
2.05	613	3.1%
1.6	505	2.5%
1.95	466	2.3%
Other values (107)	4578	22.9%
(Missing)	3543	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	1	< 0.1%
0.65	1	< 0.1%
0.9	2	< 0.1%
1	5	< 0.1%
1.05	1	< 0.1%
1.1	17	0.1%
1.15	2	< 0.1%
1.2	30	0.1%
1.2	1	< 0.1%
1.25	4	< 0.1%

Value	Count	Frequency (%)
8.4	1	< 0.1%
7.1	1	< 0.1%
6.35	1	< 0.1%
6.2	1	< 0.1%
5.7	1	< 0.1%
5.4	1	< 0.1%
5.3	1	< 0.1%
5.2	1	< 0.1%
5.15	1	< 0.1%
5	1	< 0.1%

Phosphate-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	823
Distinct (%)	7.1%
Missing	8365
Missing (%)	41.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.519953026

Minimum	0.6
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.6
5-th percentile	2
Q1	2.75
median	3.3
Q3	4
95-th percentile	5.85
Maximum	12
Range	11.4
Interquartile range (IQR)	1.25

Descriptive statistics

Standard deviation	1.240452874
Coefficient of variation (CV)	0.3524060876
Kurtosis	5.718643859
Mean	3.519953026
Median Absolute Deviation (MAD)	0.6
Skewness	1.737128628
Sum	40954.65345
Variance	1.538723333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	354	1.8%
3.5	350	1.8%
3.4	347	1.7%
3.2	337	1.7%
3.3	321	1.6%
3.1	315	1.6%
2.9	314	1.6%
2.8	287	1.4%
3.6	279	1.4%
3.7	271	1.4%
Other values (813)	8460	42.3%
(Missing)	8365	41.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6	3	< 0.1%
0.65	1	< 0.1%
0.7	1	< 0.1%
0.8	7	< 0.1%
0.85	2	< 0.1%
0.88	1	< 0.1%
0.9	1	< 0.1%
1	13	0.1%
1.033333333	1	< 0.1%
1.1	6	< 0.1%

Value	Count	Frequency (%)
12	6	< 0.1%
11.85	1	< 0.1%
11.8	1	< 0.1%
11.6	1	< 0.1%
11.5	1	< 0.1%
11.4	2	< 0.1%
11.3	1	< 0.1%
11.2	1	< 0.1%
11.13333333	1	< 0.1%
11	1	< 0.1%

Phosphate-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	284
Distinct (%)	2.4%
Missing	8365
Missing (%)	41.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.51783627

Minimum	0.6
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.6
5-th percentile	2
Q1	2.75
median	3.3
Q3	4
95-th percentile	5.9
Maximum	12
Range	11.4
Interquartile range (IQR)	1.25

Descriptive statistics

Standard deviation	1.251250763
Coefficient of variation (CV)	0.3556876066
Kurtosis	5.73622451
Mean	3.51783627
Median Absolute Deviation (MAD)	0.6
Skewness	1.725705724
Sum	40930.025
Variance	1.565628473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.2	407	2.0%
3.5	395	2.0%
3	394	2.0%
3.3	392	2.0%
3.4	390	1.9%
2.9	368	1.8%
2.8	364	1.8%
3.1	351	1.8%
3.7	328	1.6%
2.7	327	1.6%
Other values (274)	7919	39.6%
(Missing)	8365	41.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6	4	< 0.1%
0.65	1	< 0.1%
0.7	2	< 0.1%
0.75	1	< 0.1%
0.8	7	< 0.1%
0.85	1	< 0.1%
0.9	2	< 0.1%
1	16	0.1%
1.1	10	0.1%
1.2	14	0.1%

Value	Count	Frequency (%)
12	7	< 0.1%
11.85	1	< 0.1%
11.8	1	< 0.1%
11.6	1	< 0.1%
11.5	1	< 0.1%
11.4	2	< 0.1%
11.3	1	< 0.1%
11.2	1	< 0.1%
11	1	< 0.1%
10.9	1	< 0.1%

Potassium-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2065
Distinct (%)	11.1%
Missing	1434
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.053526956

Minimum	1.825
Maximum	9.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.825
5-th percentile	3.366666667
Q1	3.75
median	4
Q3	4.3
95-th percentile	4.928961039
Maximum	9.8
Range	7.975
Interquartile range (IQR)	0.55

Descriptive statistics

Standard deviation	0.5033147111
Coefficient of variation (CV)	0.124167106
Kurtosis	7.23620474
Mean	4.053526956
Median Absolute Deviation (MAD)	0.2872115385
Skewness	1.397132282
Sum	75257.78146
Variance	0.2533256984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	966	4.8%
3.9	857	4.3%
3.8	768	3.8%
4.1	765	3.8%
3.7	645	3.2%
4.2	562	2.8%
3.6	542	2.7%
4.3	474	2.4%
3.5	436	2.2%
4.4	383	1.9%
Other values (2055)	12168	60.8%
(Missing)	1434	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.825	1	< 0.1%
2.3	3	< 0.1%
2.325	1	< 0.1%
2.4	1	< 0.1%
2.48	1	< 0.1%
2.5	2	< 0.1%
2.533333333	1	< 0.1%
2.55	3	< 0.1%
2.566666667	1	< 0.1%
2.6	3	< 0.1%

Value	Count	Frequency (%)
9.8	1	< 0.1%
9.4	2	< 0.1%
9.2	2	< 0.1%
8.475	1	< 0.1%
8.2	1	< 0.1%
7.9	1	< 0.1%
7.8	1	< 0.1%
7.6	3	< 0.1%
7.595	1	< 0.1%
7.4	1	< 0.1%

Potassium-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	451
Distinct (%)	2.4%
Missing	1434
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.045369493

Minimum	1.575
Maximum	9.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.575
5-th percentile	3.35
Q1	3.7
median	4
Q3	4.3
95-th percentile	4.9
Maximum	9.8
Range	8.225
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.5023039386
Coefficient of variation (CV)	0.1241676291
Kurtosis	6.93451772
Mean	4.045369493
Median Absolute Deviation (MAD)	0.3
Skewness	1.326775252
Sum	75106.33
Variance	0.2523092467
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	1399	7.0%
3.9	1289	6.4%
3.8	1273	6.4%
4.1	1258	6.3%
3.7	1095	5.5%
4.2	881	4.4%
3.6	803	4.0%
4.3	720	3.6%
4.4	645	3.2%
3.5	613	3.1%
Other values (441)	8590	43.0%
(Missing)	1434	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.575	1	< 0.1%
2.25	2	< 0.1%
2.3	2	< 0.1%
2.35	1	< 0.1%
2.4	1	< 0.1%
2.5	7	< 0.1%
2.55	2	< 0.1%
2.6	8	< 0.1%
2.65	1	< 0.1%
2.7	12	0.1%

Value	Count	Frequency (%)
9.8	1	< 0.1%
9.4	2	< 0.1%
9.2	2	< 0.1%
8.2	1	< 0.1%
7.9	1	< 0.1%
7.8	1	< 0.1%
7.6	3	< 0.1%
7.595	1	< 0.1%
7.4	1	< 0.1%
7.35	1	< 0.1%

Bilirubin_total-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	556
Distinct (%)	6.6%
Missing	11522
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.254390975

Minimum	0.1
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.3
Q1	0.5
median	0.8
Q3	1.2
95-th percentile	3.121964286
Maximum	49.2
Range	49.1
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	2.316173178
Coefficient of variation (CV)	1.846452361
Kurtosis	121.4421744
Mean	1.254390975
Median Absolute Deviation (MAD)	0.3
Skewness	9.514188877
Sum	10634.72669
Variance	5.364658191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	739	3.7%
0.5	734	3.7%
0.7	688	3.4%
0.4	653	3.3%
0.8	561	2.8%
0.9	470	2.4%
1	379	1.9%
0.3	359	1.8%
1.1	281	1.4%
1.2	219	1.1%
Other values (546)	3395	17.0%
(Missing)	11522	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	30	0.1%
0.1333333333	1	< 0.1%
0.15	1	< 0.1%
0.15	2	< 0.1%
0.2	1	< 0.1%
0.2	150	0.8%
0.2333333333	1	< 0.1%
0.25	19	0.1%
0.2666666667	2	< 0.1%
0.275	1	< 0.1%

Value	Count	Frequency (%)
49.2	1	< 0.1%
45.43333333	1	< 0.1%
41.6	1	< 0.1%
39.24	1	< 0.1%
36.85	1	< 0.1%
35.5	1	< 0.1%
35.4	1	< 0.1%
34.65	1	< 0.1%
30.925	1	< 0.1%
29.4	1	< 0.1%

Bilirubin_total-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	286
Distinct (%)	3.4%
Missing	11522
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.249097665

Minimum	0.1
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.3
Q1	0.5
median	0.8
Q3	1.2
95-th percentile	3.1
Maximum	49.2
Range	49.1
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	2.329118511
Coefficient of variation (CV)	1.864640834
Kurtosis	126.2752191
Mean	1.249097665
Median Absolute Deviation (MAD)	0.3
Skewness	9.704517087
Sum	10589.85
Variance	5.42479304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	794	4.0%
0.5	779	3.9%
0.7	760	3.8%
0.4	693	3.5%
0.8	623	3.1%
0.9	504	2.5%
1	409	2.0%
0.3	374	1.9%
1.1	320	1.6%
1.2	254	1.3%
Other values (276)	2968	14.8%
(Missing)	11522	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	32	0.2%
0.15	1	< 0.1%
0.15	2	< 0.1%
0.2	153	0.8%
0.25	19	0.1%
0.3	374	1.9%
0.3	14	0.1%
0.35	53	0.3%
0.4	693	3.5%
0.425	1	< 0.1%

Value	Count	Frequency (%)
49.2	1	< 0.1%
46.4	1	< 0.1%
43.3	1	< 0.1%
41.6	1	< 0.1%
36.85	1	< 0.1%
36.45	1	< 0.1%
35.4	1	< 0.1%
34.65	1	< 0.1%
31.2	1	< 0.1%
30.2	1	< 0.1%

TroponinI-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1916
Distinct (%)	29.2%
Missing	13436
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	5.111238634

Minimum	0.01
Maximum	409.6833333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.03
median	0.08
Q3	0.8
95-th percentile	31.83739286
Maximum	409.6833333
Range	409.6733333
Interquartile range (IQR)	0.77

Descriptive statistics

Standard deviation	19.08923165
Coefficient of variation (CV)	3.734756488
Kurtosis	77.5875291
Mean	5.111238634
Median Absolute Deviation (MAD)	0.07
Skewness	7.324340532
Sum	33550.17039
Variance	364.3987648
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	1209	6.0%
0.03	775	3.9%
0.02	275	1.4%
0.04	237	1.2%
0.05	135	0.7%
0.07	113	0.6%
0.06	113	0.6%
0.08	78	0.4%
0.09	74	0.4%
0.1	56	0.3%
Other values (1906)	3499	17.5%
(Missing)	13436	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1209	6.0%
0.01142857143	1	< 0.1%
0.012	4	< 0.1%
0.0125	1	< 0.1%
0.01333333333	15	0.1%
0.014	2	< 0.1%
0.015	54	0.3%
0.01666666667	9	< 0.1%
0.01714285714	1	< 0.1%
0.0175	1	< 0.1%

Value	Count	Frequency (%)
409.6833333	1	< 0.1%
298.83	1	< 0.1%
219.285	1	< 0.1%
200	5	< 0.1%
187.8533333	1	< 0.1%
187.8525	1	< 0.1%
183.5	1	< 0.1%
181.6633333	1	< 0.1%
180.08	1	< 0.1%
177.6325	1	< 0.1%

TroponinI-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1372
Distinct (%)	20.9%
Missing	13436
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	5.093911487

Minimum	0.01
Maximum	440
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.03
median	0.075
Q3	0.8
95-th percentile	32.0455
Maximum	440
Range	439.99
Interquartile range (IQR)	0.77

Descriptive statistics

Standard deviation	19.44571104
Coefficient of variation (CV)	3.81744188
Kurtosis	88.01086808
Mean	5.093911487
Median Absolute Deviation (MAD)	0.065
Skewness	7.757148428
Sum	33436.435
Variance	378.135678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	1238	6.2%
0.03	805	4.0%
0.02	290	1.5%
0.04	256	1.3%
0.05	176	0.9%
0.06	144	0.7%
0.07	134	0.7%
0.08	100	0.5%
0.09	95	0.5%
0.1	81	0.4%
Other values (1362)	3245	16.2%
(Missing)	13436	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1238	6.2%
0.015	52	0.3%
0.02	290	1.5%
0.025	33	0.2%
0.03	805	4.0%
0.03	3	< 0.1%
0.035	1	< 0.1%
0.035	27	0.1%
0.04	256	1.3%
0.045	36	0.2%

Value	Count	Frequency (%)
440	1	< 0.1%
297.05	1	< 0.1%
200	12	0.1%
199.53	1	< 0.1%
194.095	1	< 0.1%
193.44	1	< 0.1%
190.04	1	< 0.1%
185.215	1	< 0.1%
183.5	1	< 0.1%
180.08	1	< 0.1%

Hct-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2935
Distinct (%)	16.3%
Missing	1953
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.49811369

Minimum	9.3
Maximum	65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	9.3
5-th percentile	23.13333333
Q1	27.63333333
median	32.3
Q3	36.95
95-th percentile	42.9
Maximum	65
Range	55.7
Interquartile range (IQR)	9.316666667

Descriptive statistics

Standard deviation	6.18521518
Coefficient of variation (CV)	0.1903253598
Kurtosis	-0.2909080435
Mean	32.49811369
Median Absolute Deviation (MAD)	4.65
Skewness	0.2744730185
Sum	586493.4577
Variance	38.25688683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.5	82	0.4%
34	78	0.4%
35.5	72	0.4%
35	70	0.4%
29.5	70	0.4%
33.3	69	0.3%
34.6	68	0.3%
37	67	0.3%
33	66	0.3%
34.2	66	0.3%
Other values (2925)	17339	86.7%
(Missing)	1953	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.3	1	< 0.1%
12.6	1	< 0.1%
13.3	1	< 0.1%
13.55	1	< 0.1%
14.6	1	< 0.1%
15.5	1	< 0.1%
16	1	< 0.1%
16.7	1	< 0.1%
16.93333333	1	< 0.1%
17.25	1	< 0.1%

Value	Count	Frequency (%)
65	1	< 0.1%
64.2	1	< 0.1%
64.1	1	< 0.1%
59.85	1	< 0.1%
59.8	1	< 0.1%
58.15	1	< 0.1%
57.16666667	1	< 0.1%
56.3	1	< 0.1%
55.725	1	< 0.1%
55.6	1	< 0.1%

Hct-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	917
Distinct (%)	5.1%
Missing	1953
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	32.49576135

Minimum	9.3
Maximum	65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	9.3
5-th percentile	23.1
Q1	27.65
median	32.3
Q3	36.95
95-th percentile	42.885
Maximum	65
Range	55.7
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	6.19351436
Coefficient of variation (CV)	0.19059453
Kurtosis	-0.2796348538
Mean	32.49576135
Median Absolute Deviation (MAD)	4.65
Skewness	0.2665834415
Sum	586451.005
Variance	38.35962013
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	103	0.5%
33.5	101	0.5%
34	96	0.5%
35.5	95	0.5%
33.3	86	0.4%
29.6	86	0.4%
34.2	85	0.4%
33.2	85	0.4%
31.5	85	0.4%
30.1	84	0.4%
Other values (907)	17141	85.7%
(Missing)	1953	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.3	1	< 0.1%
11.3	1	< 0.1%
13.3	1	< 0.1%
13.55	1	< 0.1%
14.6	1	< 0.1%
15.5	1	< 0.1%
15.75	1	< 0.1%
16	1	< 0.1%
16.3	1	< 0.1%
16.6	1	< 0.1%

Value	Count	Frequency (%)
65	1	< 0.1%
64.2	1	< 0.1%
64.1	1	< 0.1%
59.85	1	< 0.1%
59.6	1	< 0.1%
58.15	1	< 0.1%
57.1	1	< 0.1%
56.3	1	< 0.1%
55.6	1	< 0.1%
55.2	1	< 0.1%

Hgb-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1676
Distinct (%)	9.3%
Missing	1941
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	10.67069996

Minimum	2.6
Maximum	26.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	2.6
5-th percentile	7.55
Q1	8.981666667
median	10.5
Q3	12.2
95-th percentile	14.4
Maximum	26.6
Range	24
Interquartile range (IQR)	3.218333333

Descriptive statistics

Standard deviation	2.145317107
Coefficient of variation (CV)	0.2010474585
Kurtosis	0.3100678804
Mean	10.67069996
Median Absolute Deviation (MAD)	1.6
Skewness	0.4759499628
Sum	192702.1706
Variance	4.602385491
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.3	199	1.0%
10.5	189	0.9%
11.2	182	0.9%
11	181	0.9%
10.6	173	0.9%
9.5	172	0.9%
11.8	171	0.9%
11.7	169	0.8%
11.5	165	0.8%
10.9	165	0.8%
Other values (1666)	16293	81.5%
(Missing)	1941	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.6	1	< 0.1%
4	1	< 0.1%
4.3	1	< 0.1%
4.5	1	< 0.1%
4.8	1	< 0.1%
4.9	1	< 0.1%
5	1	< 0.1%
5.1	1	< 0.1%
5.133333333	1	< 0.1%
5.233333333	1	< 0.1%

Value	Count	Frequency (%)
26.6	1	< 0.1%
24.8	2	< 0.1%
23.8	1	< 0.1%
23.5	1	< 0.1%
22.5	1	< 0.1%
21.6	1	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
20.6	1	< 0.1%
20.55	1	< 0.1%

Hgb-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	398
Distinct (%)	2.2%
Missing	1941
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	10.6649042

Minimum	2.6
Maximum	26.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	2.6
5-th percentile	7.55
Q1	9
median	10.5
Q3	12.15
95-th percentile	14.4
Maximum	26.6
Range	24
Interquartile range (IQR)	3.15

Descriptive statistics

Standard deviation	2.147157958
Coefficient of variation (CV)	0.2013293244
Kurtosis	0.3215379227
Mean	10.6649042
Median Absolute Deviation (MAD)	1.6
Skewness	0.4779463755
Sum	192597.505
Variance	4.610287296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.3	259	1.3%
10.8	247	1.2%
9.3	246	1.2%
10.5	232	1.2%
9.5	231	1.2%
9.2	231	1.2%
8.5	230	1.1%
10.6	227	1.1%
11	226	1.1%
10.3	226	1.1%
Other values (388)	15704	78.5%
(Missing)	1941	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.6	1	< 0.1%
4	1	< 0.1%
4.3	1	< 0.1%
4.5	1	< 0.1%
4.8	1	< 0.1%
4.9	1	< 0.1%
5	1	< 0.1%
5.1	1	< 0.1%
5.2	2	< 0.1%
5.35	1	< 0.1%

Value	Count	Frequency (%)
26.6	1	< 0.1%
24.8	2	< 0.1%
23.8	1	< 0.1%
23.5	1	< 0.1%
22.5	1	< 0.1%
21.6	1	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
20.6	1	< 0.1%
20.55	1	< 0.1%

PTT-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1291
Distinct (%)	29.4%
Missing	15602
Missing (%)	78.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.51081585

Minimum	20
Maximum	250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	24
Q1	28.1
median	31.56071429
Q3	38.2
95-th percentile	84.2
Maximum	250
Range	230
Interquartile range (IQR)	10.1

Descriptive statistics

Standard deviation	26.94099795
Coefficient of variation (CV)	0.6818638737
Kurtosis	24.01269074
Mean	39.51081585
Median Absolute Deviation (MAD)	4.260714286
Skewness	4.399903085
Sum	173768.5681
Variance	725.8173705
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28	37	0.2%
30.7	35	0.2%
27.3	35	0.2%
28.6	34	0.2%
28.9	34	0.2%
28.7	33	0.2%
29.5	33	0.2%
28.5	33	0.2%
30.4	32	0.2%
28.8	31	0.2%
Other values (1281)	4061	20.3%
(Missing)	15602	78.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	21	0.1%
20.1	3	< 0.1%
20.3	1	< 0.1%
20.4	3	< 0.1%
20.5	2	< 0.1%
20.6	2	< 0.1%
20.7	1	< 0.1%
20.8	4	< 0.1%
20.9	5	< 0.1%
21	4	< 0.1%

Value	Count	Frequency (%)
250	3	< 0.1%
249.9	4	< 0.1%
249	12	0.1%
237.5	1	< 0.1%
234.35	1	< 0.1%
212.7166667	1	< 0.1%
212.3	1	< 0.1%
206	1	< 0.1%
204.9	1	< 0.1%
203.4125	1	< 0.1%

PTT-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	925
Distinct (%)	21.0%
Missing	15602
Missing (%)	78.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.87937131

Minimum	20
Maximum	250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	24
Q1	28.05
median	31.4125
Q3	37.6
95-th percentile	79.765
Maximum	250
Range	230
Interquartile range (IQR)	9.55

Descriptive statistics

Standard deviation	26.84004152
Coefficient of variation (CV)	0.6903414489
Kurtosis	28.13037137
Mean	38.87937131
Median Absolute Deviation (MAD)	4.1125
Skewness	4.797294311
Sum	170991.475
Variance	720.3878287
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28.9	38	0.2%
28.6	37	0.2%
27.3	37	0.2%
30.4	36	0.2%
30.8	35	0.2%
30.7	35	0.2%
28	35	0.2%
29.5	35	0.2%
28.8	34	0.2%
29.6	34	0.2%
Other values (915)	4042	20.2%
(Missing)	15602	78.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	21	0.1%
20.1	3	< 0.1%
20.3	1	< 0.1%
20.4	3	< 0.1%
20.5	2	< 0.1%
20.6	2	< 0.1%
20.7	1	< 0.1%
20.8	4	< 0.1%
20.9	6	< 0.1%
21	4	< 0.1%

Value	Count	Frequency (%)
250	3	< 0.1%
249.9	5	< 0.1%
249	16	0.1%
237.5	1	< 0.1%
235.5	1	< 0.1%
224.4	1	< 0.1%
212.3	1	< 0.1%
210.6	1	< 0.1%
206	1	< 0.1%
204.9	1	< 0.1%

WBC-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2359
Distinct (%)	13.1%
Missing	2000
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.31449188

Minimum	0.1
Maximum	328.3666667
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	4.4
Q1	7.05
median	9.45
Q3	12.35
95-th percentile	18.5
Maximum	328.3666667
Range	328.2666667
Interquartile range (IQR)	5.3

Descriptive statistics

Standard deviation	6.47318033
Coefficient of variation (CV)	0.6275811167
Kurtosis	495.4497009
Mean	10.31449188
Median Absolute Deviation (MAD)	2.616666667
Skewness	14.65031786
Sum	185660.8538
Variance	41.90206358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.8	135	0.7%
7.4	124	0.6%
7	120	0.6%
7.5	118	0.6%
8.2	117	0.6%
7.6	117	0.6%
9.4	116	0.6%
7.2	116	0.6%
8	116	0.6%
8.6	116	0.6%
Other values (2349)	16805	84.0%
(Missing)	2000	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	6	< 0.1%
0.1	3	< 0.1%
0.1666666667	1	< 0.1%
0.2	2	< 0.1%
0.3	3	< 0.1%
0.3	1	< 0.1%
0.4	5	< 0.1%
0.4333333333	1	< 0.1%
0.5	1	< 0.1%
0.6	2	< 0.1%

Value	Count	Frequency (%)
328.3666667	1	< 0.1%
200.8	1	< 0.1%
186.125	1	< 0.1%
168.12	1	< 0.1%
163.56	1	< 0.1%
152.9	1	< 0.1%
144.9	1	< 0.1%
142.2	1	< 0.1%
136.9	1	< 0.1%
131.0333333	1	< 0.1%

WBC-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	868
Distinct (%)	4.8%
Missing	2000
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.27482528

Minimum	0.1
Maximum	302
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	4.4
Q1	7
median	9.4
Q3	12.3
95-th percentile	18.5
Maximum	302
Range	301.9
Interquartile range (IQR)	5.3

Descriptive statistics

Standard deviation	6.378892202
Coefficient of variation (CV)	0.6208273162
Kurtosis	412.8860134
Mean	10.27482528
Median Absolute Deviation (MAD)	2.6
Skewness	13.38156119
Sum	184946.855
Variance	40.69026572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.8	188	0.9%
7.4	170	0.9%
9.8	165	0.8%
10	161	0.8%
8.6	159	0.8%
7.6	152	0.8%
8	151	0.8%
7.1	150	0.8%
8.2	149	0.7%
8.4	148	0.7%
Other values (858)	16407	82.0%
(Missing)	2000	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	10	0.1%
0.2	3	< 0.1%
0.3	3	< 0.1%
0.3	1	< 0.1%
0.4	6	< 0.1%
0.5	1	< 0.1%
0.6	2	< 0.1%
0.75	1	< 0.1%
0.8	4	< 0.1%
0.9	1	< 0.1%

Value	Count	Frequency (%)
302	1	< 0.1%
200.8	1	< 0.1%
179.2	1	< 0.1%
165.1	1	< 0.1%
152.9	1	< 0.1%
144.9	1	< 0.1%
143	1	< 0.1%
142.2	1	< 0.1%
136.9	1	< 0.1%
135.6	1	< 0.1%

Fibrinogen-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	955
Distinct (%)	49.0%
Missing	18052
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%
Mean	294.67792

Minimum	35
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	35
5-th percentile	136.21
Q1	202
median	260.1666667
Q3	349.625
95-th percentile	583.65
Maximum	1000
Range	965
Interquartile range (IQR)	147.625

Descriptive statistics

Standard deviation	142.6140188
Coefficient of variation (CV)	0.483965744
Kurtosis	3.77128363
Mean	294.67792
Median Absolute Deviation (MAD)	68.44047619
Skewness	1.660304846
Sum	574032.5881
Variance	20338.75835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
217	18	0.1%
230	12	0.1%
200	12	0.1%
203	11	0.1%
219	10	0.1%
208	10	0.1%
215	10	0.1%
232	10	0.1%
284	9	< 0.1%
234	9	< 0.1%
Other values (945)	1837	9.2%
(Missing)	18052	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	1	< 0.1%
55.5	1	< 0.1%
56.5	1	< 0.1%
59.5	1	< 0.1%
61	1	< 0.1%
64	1	< 0.1%
65	1	< 0.1%
67.33333333	1	< 0.1%
70	1	< 0.1%
71	1	< 0.1%

Value	Count	Frequency (%)
1000	6	< 0.1%
954	1	< 0.1%
945	1	< 0.1%
919	1	< 0.1%
912	1	< 0.1%
888	1	< 0.1%
882	1	< 0.1%
878	1	< 0.1%
871.8333333	1	< 0.1%
867	1	< 0.1%

Fibrinogen-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	674
Distinct (%)	34.6%
Missing	18052
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%
Mean	293.2234343

Minimum	35
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	35
5-th percentile	133
Q1	200
median	258
Q3	346.625
95-th percentile	582.325
Maximum	1000
Range	965
Interquartile range (IQR)	146.625

Descriptive statistics

Standard deviation	143.5018304
Coefficient of variation (CV)	0.4893941398
Kurtosis	3.760735246
Mean	293.2234343
Median Absolute Deviation (MAD)	69.75
Skewness	1.657971955
Sum	571199.25
Variance	20592.77533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
217	18	0.1%
230	15	0.1%
215	14	0.1%
200	13	0.1%
219	12	0.1%
247	11	0.1%
190	11	0.1%
208	11	0.1%
154	11	0.1%
250	11	0.1%
Other values (664)	1821	9.1%
(Missing)	18052	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	1	< 0.1%
55.5	1	< 0.1%
56.5	1	< 0.1%
59.5	1	< 0.1%
60	1	< 0.1%
61	2	< 0.1%
62	1	< 0.1%
64	1	< 0.1%
65	1	< 0.1%
70	1	< 0.1%

Value	Count	Frequency (%)
1000	6	< 0.1%
954	1	< 0.1%
945	1	< 0.1%
919	1	< 0.1%
912	1	< 0.1%
888	1	< 0.1%
884.5	1	< 0.1%
882	1	< 0.1%
878	1	< 0.1%
867	1	< 0.1%

Platelets-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2817
Distinct (%)	15.6%
Missing	1992
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	201.0262893

Minimum	4
Maximum	2322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	4
5-th percentile	78.84791667
Q1	139.5
median	189
Q3	248
95-th percentile	360.5
Maximum	2322
Range	2318
Interquartile range (IQR)	108.5

Descriptive statistics

Standard deviation	92.86094032
Coefficient of variation (CV)	0.4619343105
Kurtosis	19.09495413
Mean	201.0262893
Median Absolute Deviation (MAD)	54
Skewness	1.932377351
Sum	3620081.417
Variance	8623.154238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206	77	0.4%
182	74	0.4%
158	71	0.4%
186	70	0.4%
162	68	0.3%
167	67	0.3%
168	67	0.3%
200	66	0.3%
173	66	0.3%
165	66	0.3%
Other values (2807)	17316	86.6%
(Missing)	1992	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	2	< 0.1%
4.5	2	< 0.1%
5	3	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
10	1	< 0.1%
11	3	< 0.1%
11.33333333	1	< 0.1%
11.5	1	< 0.1%
11.75	1	< 0.1%

Value	Count	Frequency (%)
2322	1	< 0.1%
1022.666667	1	< 0.1%
893.5	1	< 0.1%
876.6666667	1	< 0.1%
876.25	1	< 0.1%
848.6666667	1	< 0.1%
838	2	< 0.1%
831	1	< 0.1%
829	1	< 0.1%
822	1	< 0.1%

Platelets-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1065
Distinct (%)	5.9%
Missing	1992
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	200.6354953

Minimum	3
Maximum	2322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	3
5-th percentile	77.5
Q1	139
median	189
Q3	247.625
95-th percentile	360.5
Maximum	2322
Range	2319
Interquartile range (IQR)	108.625

Descriptive statistics

Standard deviation	93.09205897
Coefficient of variation (CV)	0.4639859902
Kurtosis	18.94566391
Mean	200.6354953
Median Absolute Deviation (MAD)	54
Skewness	1.921419293
Sum	3613044
Variance	8666.131443
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206	89	0.4%
186	87	0.4%
158	85	0.4%
141	85	0.4%
173	83	0.4%
187	83	0.4%
182	83	0.4%
168	82	0.4%
167	81	0.4%
165	80	0.4%
Other values (1055)	17170	85.9%
(Missing)	1992	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	2	< 0.1%
4.5	2	< 0.1%
5	2	< 0.1%
5.5	1	< 0.1%
7	1	< 0.1%
7.5	1	< 0.1%
8	2	< 0.1%
10	2	< 0.1%
10.5	1	< 0.1%

Value	Count	Frequency (%)
2322	1	< 0.1%
1008	1	< 0.1%
909	1	< 0.1%
893.5	1	< 0.1%
866	1	< 0.1%
855	1	< 0.1%
854	1	< 0.1%
838	1	< 0.1%
834	1	< 0.1%
831	1	< 0.1%

Age-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	77
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.6488

Minimum	14
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	14
5-th percentile	30
Q1	50
median	62
Q3	72
95-th percentile	85
Maximum	100
Range	86
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	16.67181022
Coefficient of variation (CV)	0.2748910155
Kurtosis	-0.1562598942
Mean	60.6488
Median Absolute Deviation (MAD)	11
Skewness	-0.2649819802
Sum	1212976
Variance	277.949256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	572	2.9%
68	539	2.7%
66	512	2.6%
65	510	2.5%
61	498	2.5%
69	495	2.5%
71	481	2.4%
62	477	2.4%
63	470	2.4%
70	467	2.3%
Other values (67)	14979	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	< 0.1%
15	2	< 0.1%
16	5	< 0.1%
17	13	0.1%
18	32	0.2%
19	54	0.3%
20	65	0.3%
21	99	0.5%
22	59	0.3%
23	77	0.4%

Value	Count	Frequency (%)
100	392	2.0%
89	111	0.6%
88	138	0.7%
87	145	0.7%
86	187	0.9%
85	187	0.9%
84	206	1.0%
83	247	1.2%
82	242	1.2%
81	224	1.1%

Age-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	77
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.6488

Minimum	14
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	14
5-th percentile	30
Q1	50
median	62
Q3	72
95-th percentile	85
Maximum	100
Range	86
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	16.67181022
Coefficient of variation (CV)	0.2748910155
Kurtosis	-0.1562598942
Mean	60.6488
Median Absolute Deviation (MAD)	11
Skewness	-0.2649819802
Sum	1212976
Variance	277.949256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	572	2.9%
68	539	2.7%
66	512	2.6%
65	510	2.5%
61	498	2.5%
69	495	2.5%
71	481	2.4%
62	477	2.4%
63	470	2.4%
70	467	2.3%
Other values (67)	14979	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	< 0.1%
15	2	< 0.1%
16	5	< 0.1%
17	13	0.1%
18	32	0.2%
19	54	0.3%
20	65	0.3%
21	99	0.5%
22	59	0.3%
23	77	0.4%

Value	Count	Frequency (%)
100	392	2.0%
89	111	0.6%
88	138	0.7%
87	145	0.7%
86	187	0.9%
85	187	0.9%
84	206	1.0%
83	247	1.2%
82	242	1.2%
81	224	1.1%

Gender-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

1.0	10732
0.0	9268

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	10732	53.7%
0.0	9268	46.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	10732	53.7%
0.0	9268	46.3%

Most occurring characters

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	66.7%
Other Punctuation	20000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	29268	73.2%
1	10732	26.8%

Other Punctuation

Value	Count	Frequency (%)
.	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Gender-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

1.0	10732
0.0	9268

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	10732	53.7%
0.0	9268	46.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	10732	53.7%
0.0	9268	46.3%

Most occurring characters

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	66.7%
Other Punctuation	20000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	29268	73.2%
1	10732	26.8%

Other Punctuation

Value	Count	Frequency (%)
.	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	29268	48.8%
.	20000	33.3%
1	10732	17.9%

Unit1-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

0.0	6982
1.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	6982	34.9%
1.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	6982	50.2%
1.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20887	75.1%
1	6923	24.9%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Unit1-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

0.0	6982
1.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	6982	34.9%
1.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	6982	50.2%
1.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20887	75.1%
1	6923	24.9%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Unit2-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

1.0	6982
0.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	6982	34.9%
0.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	6982	50.2%
0.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20828	74.9%
1	6982	25.1%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Unit2-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

1.0	6982
0.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	6982	34.9%
0.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	6982	50.2%
0.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20828	74.9%
1	6982	25.1%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

HospAdmTime-mean
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	8890
Distinct (%)	44.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-55.072586

Minimum	-5366.86
Maximum	0
Zeros	1145
Zeros (%)	5.7%
Negative	18855
Negative (%)	94.3%
Memory size	156.4 KiB

Quantile statistics

Minimum	-5366.86
5-th percentile	-244.829
Q1	-52.3525
median	-8.57
Q3	-3.38
95-th percentile	0
Maximum	0
Range	5366.86
Interquartile range (IQR)	48.9725

Descriptive statistics

Standard deviation	135.5956936
Coefficient of variation (CV)	-2.462126867
Kurtosis	241.4449376
Mean	-55.072586
Median Absolute Deviation (MAD)	8.52
Skewness	-10.8324003
Sum	-1101451.72
Variance	18386.19213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1145	5.7%
-0.02	238	1.2%
-0.01	170	0.9%
-0.03	134	0.7%
-0.04	125	0.6%
-0.05	104	0.5%
-0.07	94	0.5%
-0.06	78	0.4%
-0.09	70	0.4%
-0.08	55	0.3%
Other values (8880)	17787	88.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5366.86	1	< 0.1%
-3397.64	1	< 0.1%
-3342.34	1	< 0.1%
-3189.39	1	< 0.1%
-3112.12	1	< 0.1%
-2929.37	1	< 0.1%
-2842.11	1	< 0.1%
-2667.34	1	< 0.1%
-2384.78	1	< 0.1%
-2382.34	1	< 0.1%

Value	Count	Frequency (%)
0	1145	5.7%
-0.01	6	< 0.1%
-0.01	170	0.9%
-0.01	3	< 0.1%
-0.02	6	< 0.1%
-0.02	238	1.2%
-0.02	6	< 0.1%
-0.03	37	0.2%
-0.03	134	0.7%
-0.03	26	0.1%

HospAdmTime-median
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7975
Distinct (%)	39.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-55.072586

Minimum	-5366.86
Maximum	0
Zeros	1145
Zeros (%)	5.7%
Negative	18855
Negative (%)	94.3%
Memory size	156.4 KiB

Quantile statistics

Minimum	-5366.86
5-th percentile	-244.829
Q1	-52.3525
median	-8.57
Q3	-3.38
95-th percentile	0
Maximum	0
Range	5366.86
Interquartile range (IQR)	48.9725

Descriptive statistics

Standard deviation	135.5956936
Coefficient of variation (CV)	-2.462126867
Kurtosis	241.4449376
Mean	-55.072586
Median Absolute Deviation (MAD)	8.52
Skewness	-10.8324003
Sum	-1101451.72
Variance	18386.19213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1145	5.7%
-0.02	250	1.2%
-0.03	197	1.0%
-0.01	179	0.9%
-0.04	136	0.7%
-0.05	122	0.6%
-0.06	105	0.5%
-0.07	94	0.5%
-0.09	76	0.4%
-0.08	59	0.3%
Other values (7965)	17637	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5366.86	1	< 0.1%
-3397.64	1	< 0.1%
-3342.34	1	< 0.1%
-3189.39	1	< 0.1%
-3112.12	1	< 0.1%
-2929.37	1	< 0.1%
-2842.11	1	< 0.1%
-2667.34	1	< 0.1%
-2384.78	1	< 0.1%
-2382.34	1	< 0.1%

Value	Count	Frequency (%)
0	1145	5.7%
-0.01	179	0.9%
-0.02	250	1.2%
-0.03	197	1.0%
-0.04	136	0.7%
-0.05	122	0.6%
-0.06	105	0.5%
-0.07	94	0.5%
-0.08	59	0.3%
-0.09	76	0.4%

ICULOS-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	229
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.683325

Minimum	4.5
Maximum	170
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	4.5
5-th percentile	7.5
Q1	12
median	20
Q3	24
95-th percentile	29.5
Maximum	170
Range	165.5
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	11.64465905
Coefficient of variation (CV)	0.5916002021
Kurtosis	44.00773376
Mean	19.683325
Median Absolute Deviation (MAD)	6
Skewness	4.964837969
Sum	393666.5
Variance	135.5980843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	682	3.4%
19.5	663	3.3%
20.5	652	3.3%
18.5	643	3.2%
21	643	3.2%
22	608	3.0%
21.5	594	3.0%
19	575	2.9%
22.5	570	2.9%
11	558	2.8%
Other values (219)	13812	69.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.5	193	1.0%
5	102	0.5%
5.5	115	0.6%
6	105	0.5%
6.5	145	0.7%
7	176	0.9%
7.5	202	1.0%
8	294	1.5%
8.5	325	1.6%
9	375	1.9%

Value	Count	Frequency (%)
170	1	< 0.1%
169	1	< 0.1%
168.5	5	< 0.1%
168	1	< 0.1%
167.5	1	< 0.1%
164	1	< 0.1%
163.5	1	< 0.1%
160.5	1	< 0.1%
159.5	1	< 0.1%
156.5	2	< 0.1%

ICULOS-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	229
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.683325

Minimum	4.5
Maximum	170
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	4.5
5-th percentile	7.5
Q1	12
median	20
Q3	24
95-th percentile	29.5
Maximum	170
Range	165.5
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	11.64465905
Coefficient of variation (CV)	0.5916002021
Kurtosis	44.00773376
Mean	19.683325
Median Absolute Deviation (MAD)	6
Skewness	4.964837969
Sum	393666.5
Variance	135.5980843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	682	3.4%
19.5	663	3.3%
20.5	652	3.3%
18.5	643	3.2%
21	643	3.2%
22	608	3.0%
21.5	594	3.0%
19	575	2.9%
22.5	570	2.9%
11	558	2.8%
Other values (219)	13812	69.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.5	193	1.0%
5	102	0.5%
5.5	115	0.6%
6	105	0.5%
6.5	145	0.7%
7	176	0.9%
7.5	202	1.0%
8	294	1.5%
8.5	325	1.6%
9	375	1.9%

Value	Count	Frequency (%)
170	1	< 0.1%
169	1	< 0.1%
168.5	5	< 0.1%
168	1	< 0.1%
167.5	1	< 0.1%
164	1	< 0.1%
163.5	1	< 0.1%
160.5	1	< 0.1%
159.5	1	< 0.1%
156.5	2	< 0.1%

SepsisLabel-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	295
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02389112032

Minimum	0
Maximum	1
Zeros	18858
Zeros (%)	94.3%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.07438016529
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1289478231
Coefficient of variation (CV)	5.397311693
Kurtosis	42.14090161
Mean	0.02389112032
Median Absolute Deviation (MAD)	0
Skewness	6.400592311
Sum	477.8224064
Variance	0.01662754107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18858	94.3%
1	223	1.1%
0.9090909091	26	0.1%
0.8333333333	19	0.1%
0.6666666667	19	0.1%
0.4545454545	16	0.1%
0.7692307692	14	0.1%
0.4761904762	14	0.1%
0.2272727273	13	0.1%
0.625	13	0.1%
Other values (285)	785	3.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18858	94.3%
0.005988023952	1	< 0.1%
0.006329113924	1	< 0.1%
0.01162790698	1	< 0.1%
0.01379310345	1	< 0.1%
0.01785714286	1	< 0.1%
0.0221402214	1	< 0.1%
0.02222222222	1	< 0.1%
0.02686567164	1	< 0.1%
0.02884615385	1	< 0.1%

Value	Count	Frequency (%)
1	223	1.1%
0.9090909091	26	0.1%
0.9	3	< 0.1%
0.8333333333	19	0.1%
0.8181818182	2	< 0.1%
0.7692307692	14	0.1%
0.75	1	< 0.1%
0.7142857143	13	0.1%
0.6923076923	3	< 0.1%
0.6666666667	19	0.1%

SepsisLabel-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0.0	19615
1.0	376
0.5	9

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	19615	98.1%
1.0	376	1.9%
0.5	9	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	19615	98.1%
1.0	376	1.9%
0.5	9	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	39615	66.0%
.	20000	33.3%
1	376	0.6%
5	9	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	66.7%
Other Punctuation	20000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	39615	99.0%
1	376	0.9%
5	9	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	39615	66.0%
.	20000	33.3%
1	376	0.6%
5	9	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	39615	66.0%
.	20000	33.3%
1	376	0.6%
5	9	< 0.1%

Sepsis-mean
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0.0	18858
1.0	1142

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	18858	94.3%
1.0	1142	5.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	18858	94.3%
1.0	1142	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	66.7%
Other Punctuation	20000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38858	97.1%
1	1142	2.9%

Other Punctuation

Value	Count	Frequency (%)
.	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Sepsis-median
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0.0	18858
1.0	1142

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	60000
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	18858	94.3%
1.0	1142	5.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	18858	94.3%
1.0	1142	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40000	66.7%
Other Punctuation	20000	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38858	97.1%
1	1142	2.9%

Other Punctuation

Value	Count	Frequency (%)
.	20000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	60000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38858	64.8%
.	20000	33.3%
1	1142	1.9%

Hours-mean
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	230
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.09975

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	8
5-th percentile	14
Q1	23
median	38
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.27525267
Coefficient of variation (CV)	0.6109030287
Kurtosis	44.03440685
Mean	38.09975
Median Absolute Deviation (MAD)	12
Skewness	4.965291886
Sum	761995
Variance	541.7373868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	697	3.5%
38	667	3.3%
36	664	3.3%
40	651	3.3%
41	639	3.2%
43	610	3.0%
42	596	3.0%
37	591	3.0%
21	564	2.8%
44	563	2.8%
Other values (220)	13758	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	204	1.0%
9	114	0.6%
10	126	0.6%
11	120	0.6%
12	164	0.8%
13	205	1.0%
14	218	1.1%
15	305	1.5%
16	327	1.6%
17	373	1.9%

Value	Count	Frequency (%)
336	5	< 0.1%
335	2	< 0.1%
334	1	< 0.1%
333	1	< 0.1%
327	1	< 0.1%
326	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
312	2	< 0.1%
310	2	< 0.1%

Hours-median
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	230
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.09975

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	8
5-th percentile	14
Q1	23
median	38
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.27525267
Coefficient of variation (CV)	0.6109030287
Kurtosis	44.03440685
Mean	38.09975
Median Absolute Deviation (MAD)	12
Skewness	4.965291886
Sum	761995
Variance	541.7373868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	697	3.5%
38	667	3.3%
36	664	3.3%
40	651	3.3%
41	639	3.2%
43	610	3.0%
42	596	3.0%
37	591	3.0%
21	564	2.8%
44	563	2.8%
Other values (220)	13758	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	204	1.0%
9	114	0.6%
10	126	0.6%
11	120	0.6%
12	164	0.8%
13	205	1.0%
14	218	1.1%
15	305	1.5%
16	327	1.6%
17	373	1.9%

Value	Count	Frequency (%)
336	5	< 0.1%
335	2	< 0.1%
334	1	< 0.1%
333	1	< 0.1%
327	1	< 0.1%
326	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
312	2	< 0.1%
310	2	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	PatientID	HR-mean	HR-median	O2Sat-mean	O2Sat-median	Temp-mean	Temp-median	SBP-mean	SBP-median	MAP-mean	MAP-median	DBP-mean	DBP-median	Resp-mean	Resp-median	EtCO2-mean	EtCO2-median	BaseExcess-mean	BaseExcess-median	HCO3-mean	HCO3-median	FiO2-mean	FiO2-median	pH-mean	pH-median	PaCO2-mean	PaCO2-median	SaO2-mean	SaO2-median	AST-mean	AST-median	BUN-mean	BUN-median	Alkalinephos-mean	Alkalinephos-median	Calcium-mean	Calcium-median	Chloride-mean	Chloride-median	Creatinine-mean	Creatinine-median	Bilirubin_direct-mean	Bilirubin_direct-median	Glucose-mean	Glucose-median	Lactate-mean	Lactate-median	Magnesium-mean	Magnesium-median	Phosphate-mean	Phosphate-median	Potassium-mean	Potassium-median	Bilirubin_total-mean	Bilirubin_total-median	TroponinI-mean	TroponinI-median	Hct-mean	Hct-median	Hgb-mean	Hgb-median	PTT-mean	PTT-median	WBC-mean	WBC-median	Fibrinogen-mean	Fibrinogen-median	Platelets-mean	Platelets-median	Age-mean	Age-median	Gender-mean	Gender-median	Unit1-mean	Unit1-median	Unit2-mean	Unit2-median	HospAdmTime-mean	HospAdmTime-median	ICULOS-mean	ICULOS-median	Hours-mean	Hours-median
0	100001	98.613636	98.00	95.340909	95.0	36.760000	36.800	112.772727	112.0	83.113636	84.0	64.272727	63.00	19.477273	20.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30.000000	30.0	NaN	NaN	7.800000	7.80	NaN	NaN	1.500000	1.500	NaN	NaN	149.000000	123.0	NaN	NaN	2.050000	2.05	NaN	NaN	3.950000	3.95	NaN	NaN	NaN	NaN	35.30	35.30	11.30	11.3	NaN	NaN	10.800000	10.80	NaN	NaN	170.000000	170.0	73.0	73.0	1.0	1.0	1.0	1.0	0.0	0.0	-214.64	-214.64	12.5	12.5	24.0	24.0
1	100002	64.282609	64.00	97.869565	98.0	37.330435	37.500	126.978261	129.0	80.260870	83.0	59.500000	62.00	21.826087	22.00	37.166667	37.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.000000	17.0	NaN	NaN	8.200000	8.20	NaN	NaN	0.840000	0.840	NaN	NaN	130.916667	113.5	NaN	NaN	2.250000	2.25	2.700	2.70	4.566667	4.70	NaN	NaN	3.700000	3.700	31.40	31.40	11.10	11.1	NaN	NaN	13.200000	13.20	NaN	NaN	85.000000	85.0	83.0	83.0	1.0	1.0	0.0	0.0	1.0	1.0	-123.17	-123.17	13.0	13.0	25.0	25.0
2	100003	114.833333	114.00	94.125000	94.0	37.075000	36.950	130.742857	131.0	94.750000	94.0	82.542857	82.00	25.093750	25.50	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5597.0	5597.0	30.333333	36.0	337.0	337.0	8.133333	8.30	NaN	NaN	1.663333	1.890	3.35	3.35	125.375000	123.5	NaN	NaN	2.166667	2.30	4.300	4.30	4.800000	4.70	4.25	4.25	0.556667	0.600	33.35	33.35	11.10	11.1	NaN	NaN	14.050000	14.05	NaN	NaN	297.500000	297.5	48.0	48.0	1.0	1.0	NaN	NaN	NaN	NaN	-2.83	-2.83	22.0	22.0	43.0	43.0
3	100004	91.429825	85.00	99.892857	100.0	37.600000	37.700	134.309091	132.0	85.272727	84.0	69.145455	65.00	11.960000	12.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	67.0	67.0	1.0	1.0	1.0	1.0	0.0	0.0	-1.93	-1.93	30.0	30.0	59.0	59.0
4	100005	73.818182	69.00	96.568182	97.5	36.673684	36.300	135.383721	137.0	75.158537	75.0	57.162791	55.00	25.261905	24.00	NaN	NaN	NaN	NaN	NaN	NaN	0.4	0.4	7.535	7.535	23.9	23.9	94.05	94.05	40.0	40.0	54.800000	55.0	231.0	231.0	6.557143	8.70	NaN	NaN	1.200000	1.180	NaN	NaN	142.454545	145.0	2.775	2.775	1.950000	1.95	4.500	4.50	5.142857	5.20	0.60	0.60	0.032500	0.035	24.58	25.30	8.16	8.5	30.566667	32.3	14.566667	15.80	NaN	NaN	375.666667	365.0	50.0	50.0	1.0	1.0	1.0	1.0	0.0	0.0	-3.27	-3.27	26.5	26.5	52.0	52.0
5	100006	71.111111	71.00	94.833333	95.0	36.531250	36.525	143.277778	145.0	94.600000	97.0	72.481481	74.00	17.018519	17.00	NaN	NaN	NaN	NaN	23.8	23.8	NaN	NaN	NaN	NaN	39.5	39.5	98.65	98.65	38.0	38.0	15.666667	17.0	51.0	51.0	8.500000	8.60	NaN	NaN	0.740000	0.710	NaN	NaN	231.375000	222.5	NaN	NaN	2.050000	2.05	5.100	5.10	4.360000	4.40	1.10	1.10	NaN	NaN	46.90	47.00	15.78	15.9	24.200000	24.2	8.066667	7.70	NaN	NaN	152.333333	148.0	50.0	50.0	1.0	1.0	NaN	NaN	NaN	NaN	0.00	0.00	29.0	29.0	47.0	47.0
6	100007	89.305556	89.00	97.500000	97.0	37.155556	37.200	145.847222	145.0	94.444444	92.5	73.500000	71.50	17.882353	18.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	34.0	34.0	15.500000	15.5	112.0	112.0	8.450000	8.45	NaN	NaN	0.405000	0.405	0.10	0.10	131.333333	128.0	NaN	NaN	1.700000	1.70	4.000	4.00	3.900000	3.90	0.50	0.50	NaN	NaN	25.98	26.40	8.14	8.2	26.600000	26.6	7.000000	7.00	NaN	NaN	403.000000	403.0	42.0	42.0	1.0	1.0	NaN	NaN	NaN	NaN	-1145.97	-1145.97	19.0	19.0	37.0	37.0
7	100008	80.945652	79.75	95.422222	97.0	36.703750	36.650	148.706522	148.0	83.065217	81.0	60.228261	58.00	19.166667	18.00	34.000000	34.0	NaN	NaN	NaN	NaN	0.4	0.4	7.356	7.400	38.2	33.0	NaN	NaN	NaN	NaN	43.000000	42.5	NaN	NaN	5.203636	7.90	104.2	104.0	2.918333	3.020	NaN	NaN	134.695652	123.0	1.736	1.830	2.440000	2.40	4.275	4.15	5.472727	5.40	NaN	NaN	NaN	NaN	24.30	22.20	8.00	7.2	NaN	NaN	10.700000	11.60	NaN	NaN	112.333333	110.0	65.0	65.0	1.0	1.0	0.0	0.0	1.0	1.0	-211.64	-211.64	25.5	25.5	50.0	50.0
8	100009	69.384615	67.00	97.865385	98.0	36.433333	36.450	138.031250	140.0	82.312500	83.5	65.583333	64.25	17.125000	17.75	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12.000000	12.0	NaN	NaN	9.300000	9.30	NaN	NaN	0.710000	0.710	NaN	NaN	103.000000	103.0	NaN	NaN	1.900000	1.90	NaN	NaN	3.900000	3.90	NaN	NaN	NaN	NaN	36.20	36.20	11.80	11.8	NaN	NaN	5.700000	5.70	NaN	NaN	201.000000	201.0	82.0	82.0	0.0	0.0	NaN	NaN	NaN	NaN	-128.39	-128.39	15.5	15.5	30.0	30.0
9	100010	92.133333	91.00	98.466667	99.0	36.933333	36.800	147.066667	148.0	98.866667	98.0	83.600000	84.00	16.066667	16.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	34.000000	34.0	NaN	NaN	9.000000	9.00	NaN	NaN	1.770000	1.770	NaN	NaN	212.388889	186.0	NaN	NaN	2.200000	2.20	4.100	4.10	4.100000	4.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	32.0	32.0	0.0	0.0	1.0	1.0	0.0	0.0	-8.13	-8.13	8.5	8.5	16.0	16.0

Last rows

	PatientID	HR-mean	HR-median	O2Sat-mean	O2Sat-median	Temp-mean	Temp-median	SBP-mean	SBP-median	MAP-mean	MAP-median	DBP-mean	DBP-median	Resp-mean	Resp-median	EtCO2-mean	EtCO2-median	BaseExcess-mean	BaseExcess-median	HCO3-mean	HCO3-median	FiO2-mean	FiO2-median	pH-mean	pH-median	PaCO2-mean	PaCO2-median	SaO2-mean	SaO2-median	AST-mean	AST-median	BUN-mean	BUN-median	Alkalinephos-mean	Alkalinephos-median	Calcium-mean	Calcium-median	Chloride-mean	Chloride-median	Creatinine-mean	Creatinine-median	Bilirubin_direct-mean	Bilirubin_direct-median	Glucose-mean	Glucose-median	Lactate-mean	Lactate-median	Magnesium-mean	Magnesium-median	Phosphate-mean	Phosphate-median	Potassium-mean	Potassium-median	Bilirubin_total-mean	Bilirubin_total-median	TroponinI-mean	TroponinI-median	Hct-mean	Hct-median	Hgb-mean	Hgb-median	PTT-mean	PTT-median	WBC-mean	WBC-median	Fibrinogen-mean	Fibrinogen-median	Platelets-mean	Platelets-median	Age-mean	Age-median	Gender-mean	Gender-median	Unit1-mean	Unit1-median	Unit2-mean	Unit2-median	HospAdmTime-mean	HospAdmTime-median	ICULOS-mean	ICULOS-median	Hours-mean	Hours-median
19990	119991	76.086957	76.0	97.068182	97.0	36.856522	37.00	134.869565	130.00	84.434783	82.0	53.086957	52.0	17.868421	16.0	35.333333	35.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.0	14.0	NaN	NaN	7.50	7.50	NaN	NaN	0.790000	0.790	NaN	NaN	117.636364	110.00	NaN	NaN	1.600000	1.60	NaN	NaN	4.10000	4.10	NaN	NaN	NaN	NaN	26.300000	26.30	8.400000	8.40	NaN	NaN	6.400000	6.4	NaN	NaN	96.000000	96.0	81.0	81.0	0.0	0.0	0.0	0.0	1.0	1.0	-66.13	-66.13	13.0	13.0	25.0	25.0
19991	119992	92.112500	91.0	95.225000	96.0	36.800000	36.80	148.875000	144.50	102.037500	100.0	75.050000	73.0	20.897436	20.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37.0	37.0	NaN	NaN	9.20	9.20	NaN	NaN	9.930000	9.930	NaN	NaN	110.333333	103.00	NaN	NaN	1.800000	1.80	6.6	6.6	4.50000	4.50	NaN	NaN	0.41	0.41	30.200000	30.20	9.500000	9.50	NaN	NaN	2.800000	2.8	NaN	NaN	198.000000	198.0	45.0	45.0	1.0	1.0	1.0	1.0	0.0	0.0	-4.55	-4.55	21.0	21.0	41.0	41.0
19992	119993	82.357143	81.0	94.857143	95.0	36.533333	36.50	131.583333	130.00	94.333333	97.0	75.500000	77.5	18.750000	19.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.0	15.0	NaN	NaN	8.30	8.30	NaN	NaN	1.010000	1.010	NaN	NaN	132.000000	132.00	NaN	NaN	2.000000	2.00	2.6	2.6	4.10000	4.10	NaN	NaN	0.01	0.01	42.000000	42.00	14.900000	14.90	NaN	NaN	12.300000	12.3	NaN	NaN	175.000000	175.0	65.0	65.0	1.0	1.0	NaN	NaN	NaN	NaN	-3.53	-3.53	11.0	11.0	21.0	21.0
19993	119994	74.109756	74.0	96.963415	96.0	37.402439	37.50	123.634146	122.00	77.146341	76.0	57.670732	56.0	18.200000	18.0	29.444444	28.0	NaN	NaN	NaN	NaN	0.42	0.4	7.313333	7.295	34.5	34.5	98.166667	98.55	NaN	NaN	15.0	16.0	NaN	NaN	3.73	1.26	NaN	NaN	1.073333	1.060	NaN	NaN	129.791667	135.50	5.778333	6.66	2.033333	2.00	3.6	3.6	4.15625	4.05	NaN	NaN	NaN	NaN	30.300000	30.30	10.250000	10.25	NaN	NaN	9.300000	9.3	NaN	NaN	66.500000	66.5	71.0	71.0	1.0	1.0	0.0	0.0	1.0	1.0	-29.57	-29.57	21.5	21.5	42.0	42.0
19994	119995	62.268293	62.0	94.926829	95.0	36.020000	36.05	147.804878	147.00	106.048780	107.0	78.073171	79.0	19.231707	20.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9.0	9.0	NaN	NaN	8.80	8.80	NaN	NaN	0.810000	0.810	NaN	NaN	106.571429	116.00	NaN	NaN	2.000000	2.00	3.0	3.0	3.50000	3.50	NaN	NaN	NaN	NaN	39.200000	39.20	13.100000	13.10	NaN	NaN	7.000000	7.0	289.0	289.0	154.000000	154.0	76.0	76.0	1.0	1.0	0.0	0.0	1.0	1.0	-14.90	-14.90	21.5	21.5	42.0	42.0
19995	119996	89.456522	85.5	98.086957	98.0	36.400000	36.50	131.366667	130.00	84.602273	85.0	71.922222	72.0	19.176471	19.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	849.0	849.0	6.0	6.0	259.0	259.0	8.75	8.75	NaN	NaN	0.495000	0.495	NaN	NaN	147.500000	147.50	NaN	NaN	1.950000	1.95	NaN	NaN	3.65000	3.65	3.3	3.3	0.01	0.01	42.700000	42.70	13.800000	13.80	NaN	NaN	12.600000	12.6	NaN	NaN	238.000000	238.0	84.0	84.0	0.0	0.0	NaN	NaN	NaN	NaN	-6.69	-6.69	24.5	24.5	48.0	48.0
19996	119997	61.062500	61.5	96.833333	97.0	36.800000	36.80	119.562500	117.50	90.937500	86.0	70.250000	69.0	20.384615	22.0	45.000000	45.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	24.0	5.5	5.5	116.0	116.0	13.80	13.80	NaN	NaN	0.770000	0.770	0.1	0.1	103.750000	103.75	NaN	NaN	3.150000	3.15	3.1	3.1	3.35000	3.35	0.7	0.7	1.09	1.09	46.700000	46.70	15.550000	15.55	38.2	38.2	10.400000	10.4	NaN	NaN	189.000000	189.0	30.0	30.0	1.0	1.0	NaN	NaN	NaN	NaN	-0.02	-0.02	13.0	13.0	25.0	25.0
19997	119998	80.202381	81.5	96.255814	98.0	36.733333	36.70	157.526316	155.75	116.157895	114.0	88.644737	87.0	20.578947	21.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9.0	9.0	55.0	55.0	68.0	68.0	8.05	8.05	NaN	NaN	7.685000	7.685	NaN	NaN	87.000000	87.00	NaN	NaN	1.900000	1.90	4.1	4.1	4.25000	4.25	0.2	0.2	NaN	NaN	27.966667	27.60	8.471429	8.20	NaN	NaN	12.266667	12.5	NaN	NaN	197.333333	188.0	60.0	60.0	0.0	0.0	1.0	1.0	0.0	0.0	-53.64	-53.64	25.0	25.0	49.0	49.0
19998	119999	94.333333	94.0	92.722222	93.0	37.620000	37.60	141.722222	140.00	100.833333	100.0	74.416667	75.0	21.666667	22.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	33.5	33.5	28.5	28.5	49.5	49.5	8.45	8.45	NaN	NaN	1.010000	1.010	NaN	NaN	109.500000	109.50	NaN	NaN	NaN	NaN	NaN	NaN	3.40000	3.40	1.0	1.0	NaN	NaN	23.066667	23.60	7.733333	8.00	NaN	NaN	10.700000	10.7	NaN	NaN	263.500000	263.5	84.0	84.0	0.0	0.0	1.0	1.0	0.0	0.0	-10.74	-10.74	10.5	10.5	20.0	20.0
19999	120000	82.727273	82.0	98.045455	98.0	36.714286	36.70	127.106061	123.00	92.030303	90.0	71.015152	70.0	17.000000	16.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.0	18.0	10.0	10.0	75.0	75.0	9.10	9.10	NaN	NaN	0.535000	0.535	0.1	0.1	191.100000	192.00	NaN	NaN	2.200000	2.20	4.0	4.0	3.45000	3.45	0.9	0.9	NaN	NaN	37.350000	37.35	11.800000	11.80	29.1	29.1	6.100000	6.1	NaN	NaN	223.000000	223.0	62.0	62.0	0.0	0.0	NaN	NaN	NaN	NaN	0.00	0.00	18.0	18.0	35.0	35.0

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation